Reinforcement Learning Libraries - Page 4

code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".

Python 573Updated: 2 y ago License: Permissive (MIT)

Open-source, self-hosted, zero-based budgeting.

JavaScript 568Updated: 2 y ago License: Strong Copyleft (AGPL-3.0)

Code for the paper "Generative Adversarial Imitation Learning"

Python 560Updated: 4 y ago License: Permissive (MIT)

Autonomous GPT-4 agent platform

Python 553Updated: 2 y ago License: Permissive (MIT)

This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.

Python 550Updated: 2 y ago License: Permissive (Apache-2.0)

Code repository for the Animal AI Olympics competition

Python 549Updated: 4 y ago License: Permissive (Apache-2.0)

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Python 549Updated: 2 y ago License: Permissive (Apache-2.0)

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

Python 547Updated: 2 y ago License: Permissive (Apache-2.0)

RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code

Python 545Updated: 2 y ago License: Permissive (MIT)

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

Python 543Updated: 2 y ago License: Permissive (MIT)

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

Jupyter Notebook 540Updated: 2 y ago License: Permissive (MIT)

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

Jupyter Notebook 538Updated: 2 y ago License: Permissive (MIT)

Guided Policy Search

Python 536Updated: 4 y ago License: Proprietary (Proprietary)

Hello, I pushed some python environments for Multi Agent Reinforcement Learning.

Python 533Updated: 2 y ago License: No License (No License)

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

Python 533Updated: 4 y ago License: No License (No License)

hanabi_learning_environment is a research platform for Hanabi experiments.

Python 530Updated: 4 y ago License: Permissive (Apache-2.0)

Code for Go-Explore: a New Approach for Hard-Exploration Problems

Python 529Updated: 2 y ago License: Proprietary (Proprietary)

Simple A3C implementation with pytorch + multiprocessing

Python 519Updated: 2 y ago License: Permissive (MIT)

Graph-based Exploration Planner for Subterranean Environments

C++ 518Updated: 2 y ago License: Permissive (BSD-3-Clause)

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

Python 517Updated: 2 y ago License: Permissive (MIT)

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

Jupyter Notebook 516Updated: 2 y ago License: No License (No License)

Author's PyTorch implementation of BCQ for continuous and discrete actions

Python 506Updated: 2 y ago License: Permissive (MIT)

Obstacle Tower Environment

Python 503Updated: 4 y ago License: Permissive (Apache-2.0)

Reinforcement learning using Markov Decision Processes. For JS, written in C++.

C++ 501Updated: 4 y ago License: No License (No License)

A3C LSTM Atari with Pytorch plus A3G design

Python 490Updated: 4 y ago License: Permissive (Apache-2.0)

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

Python 490Updated: 2 y ago License: Permissive (MIT)

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

Python 488Updated: 2 y ago License: Permissive (MIT)

🦁 A library of multi-agent reinforcement learning systems and components

Python 481Updated: 2 y ago License: Permissive (Apache-2.0)

Monte carlo tree search in python

Python 479Updated: 2 y ago License: Permissive (MIT)

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

Python 479Updated: 2 y ago License: No License (No License)

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

Python 477Updated: 2 y ago License: Permissive (MIT)

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

Python 476Updated: 2 y ago License: Permissive (MIT)

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

Python 474Updated: 2 y ago License: No License (No License)

Deep Q-learning for playing flappy bird game

Python 472Updated: 2 y ago License: Permissive (MIT)

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

Python 472Updated: 2 y ago License: Permissive (MIT)

Reinforcement Learning for Solving the Vehicle Routing Problem

Python 468Updated: 2 y ago License: No License (No License)

[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

Python 466Updated: 2 y ago License: Permissive (Apache-2.0)

[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning

Python 459Updated: 2 y ago License: Permissive (MIT)

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

Python 458Updated: 2 y ago License: Permissive (Apache-2.0)

DEEp Reinforcement learning framework

Python 457Updated: 4 y ago License: Proprietary (Proprietary)

PyTorch C++ Reinforcement Learning

C++ 456Updated: 2 y ago License: Permissive (MIT)

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

Python 450Updated: 2 y ago License: Permissive (MIT)

Implementations of Reinforcement Learning and Planning algorithms

Python 450Updated: 2 y ago License: Permissive (MIT)

TensorFlow2 Reinforcement Learning

Python 444Updated: 2 y ago License: Permissive (MIT)

Using reinforcement learning to teach a car to avoid obstacles.

Python 442Updated: 4 y ago License: Permissive (MIT)

NVDLA SW

C++ 441Updated: 2 y ago License: Proprietary (Proprietary)

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

Jupyter Notebook 441Updated: 2 y ago License: Permissive (MIT)

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

Python 430Updated: 4 y ago License: Permissive (MIT)

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

Python 426Updated: 2 y ago License: Permissive (Apache-2.0)

a Lightweight library for sequential learning agents, including reinforcement learning

Python 424Updated: 2 y ago License: Permissive (MIT)