Popular GitHub Repositories for Reinforcement Learning

??? 60+ Implementations/tutorials of deep learning papers with side-by-side notes ?; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ? reinforcement learning (ppo, dqn), capsnet, distillation, ... ?

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.

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Python Implementation of Reinforcement Learning: An Introduction

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

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

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

Example ? Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using ? Amazon SageMaker.

TensorFlow Tutorials with YouTube Videos

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

A collection of machine learning examples and tutorials.

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

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

Trax — Deep Learning with Clear Code and Speed

StarCraft II Learning Environment

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

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 ? and reasoning techniques.

Reading list for research topics in multimodal machine learning

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility