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Reinforcement Learning Libraries - Page 5

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rl_algorithmsby medipixel

Python dotstar image 422 dotVersion:Currentdot
License: Permissive (MIT)

Structural implementation of RL key algorithms

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            reco-gymby criteo-research

            Jupyter Notebook dotstar image 422 dotVersion:Currentdot
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            Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

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                      furnitureby clvrai

                      Python dotstar image 421 dotVersion:Currentdot
                      License: Permissive (MIT)

                      IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks

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                                ma-gymby koulanurag

                                Python dotstar image 420 dotVersion:Currentdot
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                                A collection of multi agent environments based on OpenAI gym.

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                                          DeepTerrainRLby xbpeng

                                          C++ dotstar image 420 dotVersion:Currentdot
                                          License: Weak Copyleft (LGPL-3.0)

                                          terrain-adaptive locomotion skills using deep reinforcement learning

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                                                    Reinforcement-Implementationby zhangchuheng123

                                                    Python dotstar image 417 dotVersion:Currentdot
                                                    no licences License: No License (No License)

                                                    Implementation of benchmark RL algorithms

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                                                              jaxrlby ikostrikov

                                                              Jupyter Notebook dotstar image 416 dotVersion:Currentdot
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                                                              JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

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                                                                        ptanby Shmuma

                                                                        Python dotstar image 415 dotVersion:Currentdot
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                                                                        PyTorch Agent Net: reinforcement learning toolkit for pytorch

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                                                                                  qtraderby filangelos

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                                                                                  Reinforcement Learning for Portfolio Management

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                                                                                            Tetris-deep-Q-learning-pytorchby uvipen

                                                                                            Python dotstar image 411 dotVersion:Currentdot
                                                                                            License: Permissive (MIT)

                                                                                            Deep Q-learning for playing tetris game

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                                                                                                      pytorch-DRLby ChenglongChen

                                                                                                      Python dotstar image 402 dotVersion:Currentdot
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                                                                                                      PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

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                                                                                                                pytorch-rlby navneet-nmk

                                                                                                                Python dotstar image 395 dotVersion:Currentdot
                                                                                                                no licences License: No License (No License)

                                                                                                                This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

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                                                                                                                          ns3-gymby tkn-tub

                                                                                                                          C++ dotstar image 395 dotVersion:Currentdot
                                                                                                                          License: Strong Copyleft (GPL-2.0)

                                                                                                                          ns3-gym - The Playground for Reinforcement Learning in Networking Research

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                                                                                                                                    Reinforcement-learning-in-portfolio-management-by liangzp

                                                                                                                                    Python dotstar image 394 dotVersion:Currentdot
                                                                                                                                    License: Permissive (MIT)

                                                                                                                                    In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.

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                                                                                                                                              softqlearningby haarnoja

                                                                                                                                              Python dotstar image 392 dotVersion:Currentdot
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                                                                                                                                              Reinforcement Learning with Deep Energy-Based Policies

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                                                                                                                                                        Deep-Reinforcement-Stock-Tradingby Albert-Z-Guo

                                                                                                                                                        Jupyter Notebook dotstar image 389 dotVersion:Currentdot
                                                                                                                                                        License: Strong Copyleft (GPL-3.0)

                                                                                                                                                        A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

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                                                                                                                                                                  async-rlby muupan

                                                                                                                                                                  Python dotstar image 387 dotVersion:Currentdot
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                                                                                                                                                                  Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

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                                                                                                                                                                            DRLibby kaixindelele

                                                                                                                                                                            Python dotstar image 386 dotVersion:Currentdot
                                                                                                                                                                            License: Permissive (MIT)

                                                                                                                                                                            DRLib：A concise deep reinforcement learning library, integrating HER and PER for almost off policy RL algos.

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                                                                                                                                                                                      Meta-RLby awjuliani

                                                                                                                                                                                      Jupyter Notebook dotstar image 386 dotVersion:Currentdot
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                                                                                                                                                                                      Implementation of Meta-RL A3C algorithm

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                                                                                                                                                                                                hyperbootby substack

                                                                                                                                                                                                JavaScript dotstar image 385 dotVersion:Currentdot
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                                                                                                                                                                                                offline webapp bootloader

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                                                                                                                                                                                                          flappybird-qlearning-botby chncyhn

                                                                                                                                                                                                          Python dotstar image 383 dotVersion:Currentdot
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                                                                                                                                                                                                          Flappy Bird Bot using Reinforcement Learning

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                                                                                                                                                                                                                    criticby jensl

                                                                                                                                                                                                                    Python dotstar image 382 dotVersion:Currentdot
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                                                                                                                                                                                                                    Critic code review system.

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                                                                                                                                                                                                                              handful-of-trialsby kchua

                                                                                                                                                                                                                              Python dotstar image 381 dotVersion:Currentdot
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                                                                                                                                                                                                                              Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

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                                                                                                                                                                                                                                        dreamGPTby DivergentAI

                                                                                                                                                                                                                                        Python dotstar image 379 dotVersion:Currentdot
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                                                                                                                                                                                                                                        Leverage hallucinations from Large Language Models (LLMs) for novelty-driven explorations.

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                                                                                                                                                                                                                                                  pytorch_sacby denisyarats

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                                                                                                                                                                                                                                                  PyTorch implementation of Soft Actor-Critic (SAC)

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                                                                                                                                                                                                                                                            qlearning4kby farizrahman4u

                                                                                                                                                                                                                                                            Python dotstar image 377 dotVersion:Currentdot
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                                                                                                                                                                                                                                                            Q-learning for Keras

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                                                                                                                                                                                                                                                                      genrlby SforAiDl

                                                                                                                                                                                                                                                                      Python dotstar image 376 dotVersion:Currentdot
                                                                                                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                                                                                                      A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

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                                                                                                                                                                                                                                                                                malibby sjtu-marl

                                                                                                                                                                                                                                                                                Python dotstar image 376 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                A parallel framework for population-based multi-agent reinforcement learning.

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                                                                                                                                                                                                                                                                                          DROOby revenol

                                                                                                                                                                                                                                                                                          Python dotstar image 375 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                          Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

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                                                                                                                                                                                                                                                                                                    warp-driveby salesforce

                                                                                                                                                                                                                                                                                                    Python dotstar image 373 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                    License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                                                                                                    Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

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                                                                                                                                                                                                                                                                                                              ARSby modestyachts

                                                                                                                                                                                                                                                                                                              Python dotstar image 370 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                              An implementation of the Augmented Random Search algorithm

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                                                                                                                                                                                                                                                                                                                        safe-control-gymby utiasDSL

                                                                                                                                                                                                                                                                                                                        Python dotstar image 370 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                        PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL

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                                                                                                                                                                                                                                                                                                                                  deep_rlby dongminlee94

                                                                                                                                                                                                                                                                                                                                  Python dotstar image 369 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                  PyTorch implementations of Deep Reinforcement Learning algorithms (DQN, DDQN, A2C, VPG, TRPO, PPO, DDPG, TD3, SAC, SAC-AEA)

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                                                                                                                                                                                                                                                                                                                                            tonicby fabiopardo

                                                                                                                                                                                                                                                                                                                                            Python dotstar image 367 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                            Tonic RL library

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                                                                                                                                                                                                                                                                                                                                                      SuperSuitby Farama-Foundation

                                                                                                                                                                                                                                                                                                                                                      Python dotstar image 367 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                      A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers

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                                                                                                                                                                                                                                                                                                                                                                lagomby zuoxingdong

                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebook dotstar image 366 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

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                                                                                                                                                                                                                                                                                                                                                                          metacarby thibo73800

                                                                                                                                                                                                                                                                                                                                                                          TypeScript dotstar image 365 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                          A reinforcement learning environment for self-driving cars in the browser.

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                                                                                                                                                                                                                                                                                                                                                                                    gym_torcsby ugo-nama-kun

                                                                                                                                                                                                                                                                                                                                                                                    C++ dotstar image 365 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                    License: Permissive (MIT)

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                                                                                                                                                                                                                                                                                                                                                                                              deep_rl_traderby miroblog

                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 361 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                              Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

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                                                                                                                                                                                                                                                                                                                                                                                                        coinrunby openai

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                                                                                                                                                                                                                                                                                                                                                                                                        Code for the paper "Quantifying Transfer in Reinforcement Learning"

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                                                                                                                                                                                                                                                                                                                                                                                                                  openrlby OpenRL-Lab

                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 359 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                  Unified Reinforcement Learning Framework

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                                                                                                                                                                                                                                                                                                                                                                                                                            reward-learning-rlby avisingh599

                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 358 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                            [RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering

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                                                                                                                                                                                                                                                                                                                                                                                                                                      gymnaxby RobertTLange

                                                                                                                                                                                                                                                                                                                                                                                                                                      Python dotstar image 351 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                      RL Environments in JAX 🌍

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                                                                                                                                                                                                                                                                                                                                                                                                                                                dqn_zooby deepmind

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                                                                                                                                                                                                                                                                                                                                                                                                                                                DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          PyTorch-ActorCriticRLby vy007vikas

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 346 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                          PyTorch implementation of DDPG algorithm for continuous action reinforcement learning problem.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    trpoby pat-coady

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Trust Region Policy Optimization with TensorFlow and OpenAI Gym

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              spriteworldby deepmind

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Spriteworld: a flexible, configurable python-based reinforcement learning environment

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        irl-imitationby yrlu

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 345 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  reinforcement-learning-an-introduction-chineseby qiwihui

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 340 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  《Reinforcement Learning: An Introduction》（第二版）中文翻译

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            pg_travelby reinforcement-learning-kr

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 340 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      rl_algorithmsby medipixel
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Structural implementation of RL key algorithms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 422dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                reco-gymby criteo-research
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebookdotstar image 422dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          furnitureby clvrai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 421dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ma-gymby koulanurag
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A collection of multi agent environments based on OpenAI gym.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 420dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DeepTerrainRLby xbpeng
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              terrain-adaptive locomotion skills using deep reinforcement learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              C++dotstar image 420dotUpdated: 2 y agodot License: Weak Copyleft (LGPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Reinforcement-Implementationby zhangchuheng123
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Implementation of benchmark RL algorithms
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 417dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  jaxrlby ikostrikov
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Jupyter Notebookdotstar image 416dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            ptanby Shmuma
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            PyTorch Agent Net: reinforcement learning toolkit for pytorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 415dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      q
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      qtraderby filangelos
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Reinforcement Learning for Portfolio Management
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 413dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Tetris-deep-Q-learning-pytorchby uvipen
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Deep Q-learning for playing tetris game
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 411dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          pytorch-DRLby ChenglongChen
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 402dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    pytorch-rlby navneet-nmk
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 395dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ns3-gymby tkn-tub
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ns3-gym - The Playground for Reinforcement Learning in Networking Research
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              C++dotstar image 395dotUpdated: 2 y agodot License: Strong Copyleft (GPL-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Reinforcement-learning-in-portfolio-management-by liangzp
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 394dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  softqlearningby haarnoja
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Reinforcement Learning with Deep Energy-Based Policies
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 392dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Deep-Reinforcement-Stock-Tradingby Albert-Z-Guo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 389dotUpdated: 2 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      async-rlby muupan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 387dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                DRLibby kaixindelele
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                DRLib：A concise deep reinforcement learning library, integrating HER and PER for almost off policy RL algos.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 386dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Meta-RLby awjuliani
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Implementation of Meta-RL A3C algorithm
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jupyter Notebookdotstar image 386dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    hyperbootby substack
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    offline webapp bootloader
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    JavaScriptdotstar image 385dotUpdated: 4 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              flappybird-qlearning-botby chncyhn
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Flappy Bird Bot using Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 383dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        criticby jensl
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Critic code review system.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 382dotUpdated: 4 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  handful-of-trialsby kchua
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 381dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            dreamGPTby DivergentAI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Leverage hallucinations from Large Language Models (LLMs) for novelty-driven explorations.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 379dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      pytorch_sacby denisyarats
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      PyTorch implementation of Soft Actor-Critic (SAC)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 377dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                qlearning4kby farizrahman4u
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Q-learning for Keras
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 377dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          genrlby SforAiDl
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 376dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    malibby sjtu-marl
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A parallel framework for population-based multi-agent reinforcement learning.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 376dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DROOby revenol
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 375dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        warp-driveby salesforce
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 373dotUpdated: 2 y agodot License: Permissive (BSD-3-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  ARSby modestyachts
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  An implementation of the Augmented Random Search algorithm
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            safe-control-gymby utiasDSL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 370dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      deep_rlby dongminlee94
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      PyTorch implementations of Deep Reinforcement Learning algorithms (DQN, DDQN, A2C, VPG, TRPO, PPO, DDPG, TD3, SAC, SAC-AEA)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 369dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                tonicby fabiopardo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Tonic RL library
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          SuperSuitby Farama-Foundation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    lagomby zuoxingdong
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 366dotUpdated: 3 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              metacarby thibo73800
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A reinforcement learning environment for self-driving cars in the browser.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              TypeScriptdotstar image 365dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        gym_torcsby ugo-nama-kun
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        C++dotstar image 365dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  deep_rl_traderby miroblog
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 361dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            coinrunby openai
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Code for the paper "Quantifying Transfer in Reinforcement Learning"
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      openrlby OpenRL-Lab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Unified Reinforcement Learning Framework
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 359dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                reward-learning-rlby avisingh599
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                [RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          gymnaxby RobertTLange
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          RL Environments in JAX 🌍
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    dqn_zooby deepmind
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.
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