🧑‍🏫 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, ... 🧠

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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.

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

FinRL®: Financial Reinforcement Learning. 🔥

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

Open-source simulator for autonomous driving research.

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

An educational resource to help anyone learn deep reinforcement learning.

An elegant PyTorch deep reinforcement learning library.

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Trax — Deep Learning with Clear Code and Speed

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

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

A course in reinforcement learning in the wild

PyTorch implementations of deep reinforcement learning algorithms and environments

Deep Reinforcement Learning for Keras.

Repo for the Deep Reinforcement Learning Nanodegree program

This repo contains the Hugging Face Deep Reinforcement Learning Course.

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Deep Reinforcement Learning

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣

A JavaScript deep learning and reinforcement learning library.

A curated list of reinforcement learning with human feedback resources (continually updated)

Massively Parallel Deep Reinforcement Learning. 🔥