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datawhalechina/easy-rl

A comprehensive Chinese tutorial on reinforcement learning, with implementations of popular RL algorithms.

13.8K
Stable
Jupyter Notebook
Reinforcement Learning
#reinforcement-learning#deep-reinforcement-learning#educational-resource

thu-ml/tianshou

An elegant PyTorch deep reinforcement learning library for vibe coders building AI-powered applications.

10.3K
Stable
Python
RL Frameworks
PyTorch
#reinforcement-learning#deep-learning#ai-tools

MorvanZhou/Reinforcement-learning-with-tensorflow

Simple reinforcement learning tutorials in Python using TensorFlow for AI/ML developers.

9.4K
Archived
Python
Reinforcement Learning
TensorFlow
#reinforcement-learning#tensorflow#machine-learning

vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features.

9.2K
Experimental
Python
PyTorch
#reinforcement-learning#deep-reinforcement-learning#ppo

udacity/deep-reinforcement-learning

This is a repository for the Udacity Deep Reinforcement Learning Nanodegree program, focusing on deep reinforcement learning algorithms and techniques.

5.1K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
PyTorch
#deep-reinforcement-learning#openai-gym#reinforcement-learning-algorithms

AI4Finance-Foundation/ElegantRL

Massively parallel deep reinforcement learning library for efficient, stable, and lightweight RL models.

4.3K
Stable
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#deep-learning#parallel-computing

ShangtongZhang/DeepRL

Modularized implementation of deep reinforcement learning algorithms in PyTorch for researchers and developers.

3.4K
Archived
Python
Agents & Orchestration
API Frameworks
PyTorch
#deep-reinforcement-learning#rl-algorithms#pytorch-implementation

XinJingHao/DRL-Pytorch

Clean, robust, and unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms.

3.3K
Experimental
Python
Reinforcement Learning
PyTorch
#deep-reinforcement-learning#q-learning#ppo

seungeunrho/minimalRL

Minimal implementations of basic reinforcement learning algorithms in PyTorch for educational purposes.

3.2K
Archived
Python
Reinforcement Learning
Tutorials & Courses
PyTorch
#reinforcement-learning#deep-learning#educational

Lizhi-sjtu/DRL-code-pytorch

Concise PyTorch implementations of popular deep reinforcement learning algorithms like REINFORCE, A2C, DQN, PPO, DDPG, TD3, and SAC.

1.4K
Archived
Python
Reinforcement Learning
PyTorch
#reinforcement-learning#deep-learning#pytorch

quantumiracle/Popular-RL-Algorithms

PyTorch implementation of state-of-the-art reinforcement learning algorithms for vibe coders.

1.3K
Experimental
Jupyter Notebook
RL Frameworks
CLI Tools
PyTorch
#reinforcement-learning#soft-actor-critic#state-of-the-art

agi-brain/xuance

XuanCe is a comprehensive and unified deep reinforcement learning library for a variety of environments and tasks.

1.0K
Active
Python
Reinforcement Learning
CLI Tools
PyTorch
#reinforcement-learning#deep-learning#multi-agent

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