cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

OTHER License

Downloads
691
Stars
5.4K
Committers
39
View Code on GitHub Visit Website View on X
Ecosystems: PyTorch, Python

Commit Statistics

Past Year

All Time

Total Commits
16
774
Total Committers
8
40
Avg. Commits Per Committer
2.0
19.35
Bot Commits
0
0

Issue Statistics

Past Year

All Time

Total Pull Requests
28
107
Merged Pull Requests
13
66
Total Issues
35
96
Time to Close Issues
11 days
7 months
Package Rankings
Top 6.7% on Proxy.golang.org
Top 15.26% on Pypi.org
Badges
Extracted from project README
tests docs Code style: black Imports: isort Open In Colab Open in Gitpod
Related Projects
RL4LMs

A modular RL library to fine-tune language models to human preferences

18 Aug 2022 2,183
long_llama

LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA a...

06 Jul 2023 1,448
chainerrl

ChainerRL is a deep reinforcement learning library built on top of Chainer.

30 Jan 2017 1,155
imitation

Clean PyTorch implementations of imitation and reward learning algorithms

08 Dec 2018 1,138
rlpyt

Reinforcement Learning in PyTorch

28 Apr 2019 2,221
pfrl

PFRL: a PyTorch-based deep reinforcement learning library

24 Jun 2020 1,182
diffengine

Diffusers training with mmengine

28 Jul 2023 79
dfgo

Differentiable Factor Graph Optimization for Learning Smoothers @ IROS 2021

16 Aug 2021 78
openchat

OpenChat: Advancing Open-source Language Models with Imperfect Data

25 May 2023 5,218
OpenRLHF

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DP...

30 Jul 2023 2,191
genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementat...

26 Mar 2020 403
rlkit

Collection of reinforcement learning algorithms

25 Jan 2018 2,378
sbx

SBX: Stable Baselines Jax (SB3 + Jax)

29 Sep 2022 326
rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compa...

21 Apr 2016 2,868
stable-baselines3

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

05 May 2020 8,051