vwxyzjn/cleanrl

• Platinum V

A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

• 1,643+5 Elo, change today
• 12.8k stars
• 1.5k forks
• 3d ago

git clone https://github.com/Farama-Foundation/Gymnasium.git

• api
• gym
• reinforcement-learning

• Silver III

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

• 1,476−6 Elo, change today
• 9.5k stars
• 4.9k forks
• 2y ago

git clone https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow.git

• a3c
• actor-critic
• asynchronous-advantage-actor-critic
• ddpg

• Bronze V

Trax — Deep Learning with Clear Code and Speed

• 1,371+1 Elo, change today
• 8.3k stars
• 814 forks
• 1y ago
• archived

git clone https://github.com/google/trax.git

• deep-learning
• deep-reinforcement-learning
• jax
• machine-learning

• Bronze V

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

• 1,367−2 Elo, change today
• 6.8k stars
• 2k forks
• 2y ago

git clone https://github.com/yenchenlin/DeepLearningFlappyBird.git

• deep-learning
• deep-reinforcement-learning
• game

• Silver IV

An elegant PyTorch deep reinforcement learning library.

• 1,454+4 Elo, change today
• 11k stars
• 1.3k forks
• 7mo ago

git clone https://github.com/thu-ml/tianshou.git

• a2c
• atari
• bcq
• cql

• Platinum II

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

• 1,725−1 Elo, change today
• 19.8k stars
• 4.5k forks
• 553 watchers
• 16d ago

git clone https://github.com/Unity-Technologies/ml-agents.git

• deep-learning
• deep-reinforcement-learning
• machine-learning
• neural-networks