ShangtongZhang/reinforcement-learning-an-introduction

• Bronze III

Puffing up reinforcement learning

• 1,397−4 Elo, change today
• 6.5k stars
• 612 forks
• 1mo ago

git clone https://github.com/PufferAI/PufferLib.git

• reinforcement-learning

• Platinum V

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

• 1,631−7 Elo, change today
• 32.2k stars
• 6.6k forks
• 1y ago
• archived

git clone https://github.com/facebookresearch/fairseq.git

• artificial-intelligence
• python
• pytorch

• Platinum I

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

• 1,754−2 Elo, change today
• 18.5k stars
• 1.7k forks
• 98 watchers
• 5d ago

git clone https://github.com/MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning.git

• artificial-intelligence
• book
• courses
• reinforcement-learning

• Copper II

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

• 1,340+5 Elo, change today
• 7.8k stars
• 666 forks
• 1mo ago

git clone https://github.com/lucidrains/PaLM-rlhf-pytorch.git

• artificial-intelligence
• attention-mechanisms
• deep-learning
• human-feedback

• Silver II

A collection of machine learning examples and tutorials.

• 1,490−1 Elo, change today
• 8.9k stars
• 6.3k forks
• 1mo ago

git clone https://github.com/lazyprogrammer/machine_learning_examples.git

• data-science
• deep-learning
• machine-learning
• natural-language-processing

• 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