stable-baselines3

RL algorithms

A collection of reliable implementations of reinforcement learning algorithms in PyTorch

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

GitHub

9k stars
64 watching
2k forks
Language: Python
last commit: 13 days ago
Linked from 4 awesome lists

baselinesgsdegymmachine-learningopenaipythonpytorchreinforcement-learningreinforcement-learning-algorithmsroboticssb3sdestable-baselinestoolbox

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
p-christ/deep-reinforcement-learning-algorithms-with-pytorch PyTorch implementations of popular deep reinforcement learning algorithms and environments. 5,640
openai/baselines High-quality implementations of reinforcement learning algorithms for research and development purposes 15,810
dgriff777/rl_a3c_pytorch An implementation of an A3C algorithm for reinforcement learning in Pytorch, with various optimizations and extensions to accelerate training. 562
ikostrikov/pytorch-a2c-ppo-acktr-gail An open-source implementation of several reinforcement learning algorithms in PyTorch 3,605
vwxyzjn/cleanrl A single-file implementation of Deep Reinforcement Learning algorithms with research-friendly features. 5,683
chingyaoc/pytorch-reinforce A PyTorch implementation of the REINFORCE algorithm for reinforcement learning in continuous and discrete environments. 264
thu-ml/tianshou A high-performance reinforcement learning library with modular interfaces and user-friendly APIs for building deep learning agents. 7,968
iffix/machin An open-source reinforcement learning library for PyTorch, providing a simple and clear implementation of various algorithms. 401
shangtongzhang/deeprl A modularized implementation of various deep reinforcement learning algorithms in PyTorch 3,189
pytorch/examples A collection of curated examples showcasing various PyTorch applications in computer vision, natural language processing, and reinforcement learning. 22,428
rlcode/reinforcement-learning A collection of clean and minimal examples for various reinforcement learning algorithms 3,373
onlytailei/a3c-pytorch An implementation of Advantage async Actor-Critic Algorithms in PyTorch for Deep Reinforcement Learning 114
tristandeleu/pytorch-maml-rl Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks 827
devendrachaplot/deeprl-grounding Trains an RL agent to execute natural language instructions in a 3D environment using a combination of A3C and gated attention mechanisms. 237
learnables/learn2learn A PyTorch library that accelerates meta-learning research by providing utilities and interfaces to create new algorithms and domains. 2,665