There are 188 repositories under deep-reinforcement-learning topic.
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
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Open-source simulator for autonomous driving 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/
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Lab Materials for MIT 6.S191: Introduction to Deep Learning
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
A course in reinforcement learning in the wild
Repo for the Deep Reinforcement Learning Nanodegree program
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Tensorforce: a TensorFlow library for applied reinforcement learning
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
Minimal and Clean Reinforcement Learning Examples
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
Modularized Implementation of Deep RL Algorithms in PyTorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
MuZero
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
TensorFlow implementation of Deep Reinforcement Learning papers
Top 200 deep learning Github repositories sorted by the number of stars.
For trading. Please star.
Artificial intelligence for the Snake game.
PPO x Family DRL Tutorial Course(决策智能入门级公开课:8节课帮你盘清算法理论,理顺代码逻辑,玩转决策AI应用实践 )
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.