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Stable Baselines3 ⭐ 7,292

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Stable Baselines ⭐ 3,064

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Rl Stock ⭐ 2,419

📈 如何用深度强化学习自动炒股

Rl Baselines Zoo ⭐ 1,025

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

BabyAI platform. A testbed for training agents to understand and execute language commands.

Stable Baselines3 Contrib ⭐ 384

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Self Imitation Learning ⭐ 225

ICML 2018 Self-Imitation Learning

Stable Baselines ⭐ 221

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

Rl Testbed For Energyplus ⭐ 150

Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus

Distributional Dqn ⭐ 113

Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.

Softcon ⭐ 111

Author's implementation of SoftCon: Simulation and Control of Soft-Bodied Animals with Biomimetic Actuators (SIGGRAPH Asia 2019 Technical Paper)

Gym_trading ⭐ 89

Proximal Policy Optimization implementation with TensorFlow

Rl Plotter ⭐ 53

✨ A plotter for reinforcement learning (RL)

Self Imitation Learning Pytorch ⭐ 52

This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.

Baselines A2c ⭐ 47

[DEPRECATED] Advantage Actor Critic model in PyTorch inspired by OpenAI baselines TensorFlow implementation

Rl Experiments ⭐ 47

High-quality implementations of deep reinforcement learning algorithms for experiments

PyTorch implementation of Proximal Policy Optimization

Backpropthroughthevoidrl ⭐ 38

RL Experiments from our paper "Backpropagation Through the Void": https://arxiv.org/abs/1711.00123. Lovingly forked from OpenAI's RL Baseline repo.

Reinmav Gym ⭐ 38

Reinforcement Learning framework for MAVs using the OpenAI Gym environment

Deeprl Baselines ⭐ 31

Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning

Optical Rl Gym ⭐ 31

Set of reinforcement learning environments for optical networks

Project1 Boptest Gym ⭐ 25

Deep Developmental Reinforcement Learning

A graphical inteface for reinforcement learning and gym-based environments. Integrates tensorboard and various configuration utilities for ease of usage.

Curriculum-guided Hindsight Experience Replay (NeurIPS-2019)

Autoregressive policies for continuous control reinforcement learning

PyTorch implementation of Advantage Actor-Critic (A2C)

Supervised_policy_update ⭐ 16

Code to reproduce Supervised Policy Update (ICLR 2019)

Google Football Pytorch ⭐ 15

It's the pytorch implementation of google research football.

Pytorch Ppo ⭐ 14

Simple, readable, yet full-featured implementation of PPO in Pytorch

Goal_conditioned_rl_baselines ⭐ 14

Moduyeon_supermario ⭐ 14

모두의연구소 풀잎스쿨의 슈퍼마리오 대회

The implementation code for Uncertainty-based Continual Learning with Adaptive Regularization (Neurips 2019)

Rubiks Cube Ai ⭐ 11

Using Deep Reinforcement Learning, a computer program learns how to solve the Rubik's Cube, the world's most popular toy.

Ai Bs Summer17 ⭐ 9

AI-BS Summer School 2017

Proximal Policy Option-Critic

Contains the code for "BaRC: Backward Reachability Curriculum for Robotic Reinforcement Learning" by Boris Ivanovic, James Harrison, Apoorva Sharma, Mo Chen, Marco Pavone.

Iter_ker_ger ⭐ 8

This repo refers to paper Invariant Transform Experience Replay. And this repo is built on top of OpenAI Baseline. For more information please check:

Constrained Rl ⭐ 7

Constrained Exploration and Recovery from Experience Shaping

Gym_vecenv ⭐ 7

Python3 wrapper for running multiple OpenAI Gym environments in parallel

Tf2 A2c Ppo ⭐ 7

Behaviorrl ⭐ 6

Implementation of the OPTIMIST algoritm - ICML2019

Endorphin ⭐ 6

Like dopamine, but for different algorithms

Explorationconsciousrl ⭐ 6

An Alpha-DDQN and Sigma-DDPG implementation based on OpenAI Baselines

Skill Based Exploration Drl ⭐ 5

code for reproducing results in paper on skill based exploration

Tesse Gym ⭐ 5

OpenAI Gym interface for training RL agents in TESSE

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