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Stars

Reinforcement Learning

14 repositories

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

Python 1,086 148 Updated Oct 1, 2024

An elegant PyTorch deep reinforcement learning library.

Python 8,747 1,173 Updated Aug 24, 2025

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Python 9,294 5,022 Updated Mar 31, 2024

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

Jupyter Notebook 12,374 2,109 Updated Aug 13, 2025

Tools for accelerating safe exploration research.

Python 551 145 Updated Apr 2, 2023

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

Python 657 191 Updated Feb 25, 2020

Python Multi-Agent Reinforcement Learning framework

Python 2,076 399 Updated Dec 8, 2022

Distributed RL platform with modified IMPALA architecture. Implements CLEAR, LASER V-trace modifications along with Attentive and Elite sampling experience replay methods.

Python 6 Updated Apr 8, 2022

PyTorch IMPALA implementation

Python 28 5 Updated Aug 31, 2019

A PyTorch Platform for Distributed RL

Python 750 115 Updated Sep 15, 2021

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

Python 830 148 Updated Nov 29, 2022

Distributed RL Implementation using Pytorch and Ray (ApeX(Ape-X), A3C, Distributed-PPO(DPPO), Impala)

Python 27 3 Updated Jun 8, 2022

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

Python 1,009 161 Updated Mar 13, 2019

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

Python 3,511 411 Updated Jul 29, 2025