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Reinforcement Learning Libraries - Page 2

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PGPortfolioby ZhengyaoJiang

Python dotstar image 1588 dotVersion:Currentdot
License: Strong Copyleft (GPL-3.0)

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

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            Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutionsby LyWangPX

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            License: Permissive (MIT)

            Solutions of Reinforcement Learning, An Introduction

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                      gym-minigridby Farama-Foundation

                      Python dotstar image 1563 dotVersion:Currentdot
                      License: Permissive (Apache-2.0)

                      Minimalistic gridworld package for OpenAI Gym

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                                rlkitby vitchyr

                                Python dotstar image 1560 dotVersion:Currentdot
                                License: Permissive (MIT)

                                Collection of reinforcement learning algorithms

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                                          evolution-strategies-starterby openai

                                          Python dotstar image 1505 dotVersion:Currentdot
                                          License: Permissive (MIT)

                                          Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

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                                                    snakeby chuyangliu

                                                    Python dotstar image 1495 dotVersion:Currentdot
                                                    License: Permissive (Apache-2.0)

                                                    Artificial intelligence for the Snake game.

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                                                              pymarlby oxwhirl

                                                              Python dotstar image 1471 dotVersion:Currentdot
                                                              License: Permissive (Apache-2.0)

                                                              Python Multi-Agent Reinforcement Learning framework

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                                                                        neural-mmoby openai

                                                                        Python dotstar image 1458 dotVersion:Currentdot
                                                                        License: Permissive (MIT)

                                                                        Code for the paper "Neural MMO: A Massively Multiagent Game Environment for Training and Evaluating Intelligent Agents"

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                                                                                  multi-agent-emergence-environmentsby openai

                                                                                  Python dotstar image 1454 dotVersion:Currentdot
                                                                                  License: Permissive (MIT)

                                                                                  Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"

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                                                                                            Rainbowby Kaixhin

                                                                                            Python dotstar image 1409 dotVersion:Currentdot
                                                                                            License: Permissive (MIT)

                                                                                            Rainbow: Combining Improvements in Deep Reinforcement Learning

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                                                                                                      end-to-end-negotiatorby facebookresearch

                                                                                                      Python dotstar image 1364 dotVersion:Currentdot
                                                                                                      License: Proprietary (Proprietary)

                                                                                                      Deal or No Deal? End-to-End Learning for Negotiation Dialogues

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                                                                                                                TD3by sfujim

                                                                                                                Python dotstar image 1355 dotVersion:Currentdot
                                                                                                                License: Permissive (MIT)

                                                                                                                Author's PyTorch implementation of TD3 for OpenAI gym tasks

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                                                                                                                          noreward-rlby pathak22

                                                                                                                          Python dotstar image 1354 dotVersion:Currentdot
                                                                                                                          License: Proprietary (Proprietary)

                                                                                                                          [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

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                                                                                                                                    rl-baselines3-zooby DLR-RM

                                                                                                                                    Python dotstar image 1326 dotVersion:Currentdot
                                                                                                                                    License: Permissive (MIT)

                                                                                                                                    A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

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                                                                                                                                              leedeeprl-notesby datawhalechina

                                                                                                                                              Python dotstar image 1323 dotVersion:Currentdot
                                                                                                                                              License: Proprietary (Proprietary)

                                                                                                                                              李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/

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                                                                                                                                                        maddpgby openai

                                                                                                                                                        Python dotstar image 1275 dotVersion:Currentdot
                                                                                                                                                        License: Permissive (MIT)

                                                                                                                                                        Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

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                                                                                                                                                                  awesome-deep-rlby tigerneil

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                                                                                                                                                                  For deep RL and the future of AI.

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                                                                                                                                                                            reinforcejsby karpathy

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                                                                                                                                                                            Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

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                                                                                                                                                                                      gym-minigridby maximecb

                                                                                                                                                                                      Python dotstar image 1164 dotVersion:Currentdot
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                                                                                                                                                                                      Minimalistic gridworld package for OpenAI Gym

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                                                                                                                                                                                                SLM-Labby kengz

                                                                                                                                                                                                Python dotstar image 1145 dotVersion:Currentdot
                                                                                                                                                                                                License: Permissive (MIT)

                                                                                                                                                                                                Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

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                                                                                                                                                                                                          habitat-labby facebookresearch

                                                                                                                                                                                                          Python dotstar image 1108 dotVersion:Currentdot
                                                                                                                                                                                                          License: Permissive (MIT)

                                                                                                                                                                                                          A modular high-level library to train embodied AI agents across a variety of tasks and environments.

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                                                                                                                                                                                                                    ai-legionby eumemic

                                                                                                                                                                                                                    TypeScript dotstar image 1096 dotVersion:Currentdot
                                                                                                                                                                                                                    License: Permissive (MIT)

                                                                                                                                                                                                                    An LLM-powered autonomous agent platform

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                                                                                                                                                                                                                              RLexampleby ucla-rlcourse

                                                                                                                                                                                                                              Python dotstar image 1086 dotVersion:Currentdot
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                                                                                                                                                                                                                              Some basic examples of playing with RL

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                                                                                                                                                                                                                                        StableDiffusion-CheatSheetby SupaGruen

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                                                                                                                                                                                                                                        A list of StableDiffusion styles and some notes for offline use. Pure HTML, CSS and a bit of JS.

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                                                                                                                                                                                                                                                  pytorch-a3cby ikostrikov

                                                                                                                                                                                                                                                  Python dotstar image 1076 dotVersion:Currentdot
                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                  PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

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                                                                                                                                                                                                                                                            PPO-PyTorchby nikhilbarhate99

                                                                                                                                                                                                                                                            Python dotstar image 1067 dotVersion:Currentdot
                                                                                                                                                                                                                                                            License: Permissive (MIT)

                                                                                                                                                                                                                                                            Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

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                                                                                                                                                                                                                                                                      rl-baselines-zooby araffin

                                                                                                                                                                                                                                                                      Python dotstar image 1059 dotVersion:Currentdot
                                                                                                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                                                                                                      A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

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                                                                                                                                                                                                                                                                                TextWorldby microsoft

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                                                                                                                                                                                                                                                                                ​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

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                                                                                                                                                                                                                                                                                          pfrlby pfnet

                                                                                                                                                                                                                                                                                          Python dotstar image 1037 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                          PFRL: a PyTorch-based deep reinforcement learning library

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                                                                                                                                                                                                                                                                                                    Reinforcement-Learning-Notebooksby Pulkit-Khandelwal

                                                                                                                                                                                                                                                                                                    Jupyter Notebook dotstar image 1037 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                    A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.

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                                                                                                                                                                                                                                                                                                              softlearningby rail-berkeley

                                                                                                                                                                                                                                                                                                              Python dotstar image 1035 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                              Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

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                                                                                                                                                                                                                                                                                                                        rlaxby deepmind

                                                                                                                                                                                                                                                                                                                        Python dotstar image 1025 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                        License: Permissive (Apache-2.0)

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                                                                                                                                                                                                                                                                                                                                  ai-economistby salesforce

                                                                                                                                                                                                                                                                                                                                  Python dotstar image 1001 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                  License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                                                                                                                                  Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

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                                                                                                                                                                                                                                                                                                                                            DeepRL-Tutorialsby qfettes

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                                                                                                                                                                                                                                                                                                                                            Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

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                                                                                                                                                                                                                                                                                                                                                      basic_reinforcement_learningby vmayoral

                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebook dotstar image 969 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                      License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                                                                      An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

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                                                                                                                                                                                                                                                                                                                                                                batch-ppoby google-research

                                                                                                                                                                                                                                                                                                                                                                Python dotstar image 949 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                Efficient Batched Reinforcement Learning in TensorFlow

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                                                                                                                                                                                                                                                                                                                                                                          FoxDotby Qirky

                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 935 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                          Python driven environment for Live Coding

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                                                                                                                                                                                                                                                                                                                                                                                    IsaacGymEnvsby NVIDIA-Omniverse

                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 919 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                    Isaac Gym Reinforcement Learning Environments

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                                                                                                                                                                                                                                                                                                                                                                                              PyTorch-RLby Khrylx

                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 911 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                              License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                              PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

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                                                                                                                                                                                                                                                                                                                                                                                                        ChineseChess-AlphaZeroby NeymarL

                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 909 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                        License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                                                                                                                        Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

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                                                                                                                                                                                                                                                                                                                                                                                                                  rex-gymby nicrusso7

                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 908 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                  OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

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                                                                                                                                                                                                                                                                                                                                                                                                                            ElegantRLby AI4Finance-LLC

                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 906 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                            Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch. 🔥

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                                                                                                                                                                                                                                                                                                                                                                                                                                      estoolby hardmaru

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                                                                                                                                                                                                                                                                                                                                                                                                                                      Evolution Strategies Tool

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                                                                                                                                                                                                                                                                                                                                                                                                                                                procgenby openai

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                                                                                                                                                                                                                                                                                                                                                                                                                                                Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Super-mario-bros-PPO-pytorchby uvipen

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 889 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    FlappyBirdRLby SarvagyaVaish

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Flappy Bird hack using Reinforcement Learning

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              gptrpgby dzoba

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              JavaScript dotstar image 853 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A demo of an GPT-based agent existing in an RPG-like environment

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        PyGame-Learning-Environmentby ntasfi

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 841 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  nleby facebookresearch

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  The NetHack Learning Environment

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            MetaWorldby Farama-Foundation

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            An open source robotics benchmark for meta- and multi-task reinforcement learning

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      PGPortfolioby ZhengyaoJiang
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 1588dotUpdated: 2 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutionsby LyWangPX
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Solutions of Reinforcement Learning, An Introduction
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 1585dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          gym-minigridby Farama-Foundation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Minimalistic gridworld package for OpenAI Gym
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 1563dotUpdated: 3 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    rlkitby vitchyr
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Collection of reinforcement learning algorithms
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              evolution-strategies-starterby openai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 1505dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        snakeby chuyangliu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Artificial intelligence for the Snake game.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 1495dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  pymarlby oxwhirl
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Python Multi-Agent Reinforcement Learning framework
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 1471dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            neural-mmoby openai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Code for the paper "Neural MMO: A Massively Multiagent Game Environment for Training and Evaluating Intelligent Agents"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 1458dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      multi-agent-emergence-environmentsby openai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Environment generation code for the paper "Emergent Tool Use From Multi-Agent Autocurricula"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 1454dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Rainbowby Kaixhin
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Rainbow: Combining Improvements in Deep Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 1409dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          end-to-end-negotiatorby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Deal or No Deal? End-to-End Learning for Negotiation Dialogues
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 1364dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    TD3by sfujim
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Author's PyTorch implementation of TD3 for OpenAI gym tasks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 1355dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              noreward-rlby pathak22
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 1354dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        rl-baselines3-zooby DLR-RM
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 1326dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  leedeeprl-notesby datawhalechina
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 1323dotUpdated: 4 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            maddpgby openai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 1275dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      awesome-deep-rlby tigerneil
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      For deep RL and the future of AI.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                reinforcejsby karpathy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          gym-minigridby maximecb
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Minimalistic gridworld package for OpenAI Gym
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    SLM-Labby kengz
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              habitat-labby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A modular high-level library to train embodied AI agents across a variety of tasks and environments.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 1108dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        ai-legionby eumemic
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        An LLM-powered autonomous agent platform
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        TypeScriptdotstar image 1096dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  RLexampleby ucla-rlcourse
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Some basic examples of playing with RL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 1086dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            StableDiffusion-CheatSheetby SupaGruen
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            A list of StableDiffusion styles and some notes for offline use. Pure HTML, CSS and a bit of JS.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            HTMLdotstar image 1085dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      pytorch-a3cby ikostrikov
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 1076dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                PPO-PyTorchby nikhilbarhate99
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 1067dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          rl-baselines-zooby araffin
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 1059dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    TextWorldby microsoft
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 1044dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              pfrlby pfnet
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              PFRL: a PyTorch-based deep reinforcement learning library
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 1037dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Reinforcement-Learning-Notebooksby Pulkit-Khandelwal
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Jupyter Notebookdotstar image 1037dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  softlearningby rail-berkeley
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 1035dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            rlaxby deepmind
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 1025dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ai-economistby salesforce
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 1001dotUpdated: 2 y agodot License: Permissive (BSD-3-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                DeepRL-Tutorialsby qfettes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 978dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          basic_reinforcement_learningby vmayoral
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 969dotUpdated: 2 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    batch-ppoby google-research
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Efficient Batched Reinforcement Learning in TensorFlow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 949dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              FoxDotby Qirky
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Python driven environment for Live Coding
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 935dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        IsaacGymEnvsby NVIDIA-Omniverse
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Isaac Gym Reinforcement Learning Environments
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 919dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  PyTorch-RLby Khrylx
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 911dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            ChineseChess-AlphaZeroby NeymarL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Implement AlphaZero/AlphaGo Zero methods on Chinese chess.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 909dotUpdated: 2 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      rex-gymby nicrusso7
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 908dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                ElegantRLby AI4Finance-LLC
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch. 🔥
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 906dotUpdated: 4 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          estoolby hardmaru
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Evolution Strategies Tool
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 893dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    procgenby openai
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  A demo of an GPT-based agent existing in an RPG-like environment
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      The NetHack Learning Environment
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