1078 Open source projects that are alternatives of or similar to Reinforcement Learning An Introduction

Mastering Atari with Discrete World Models

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

Some notebooks

Dream to Control: Learning Behaviors by Latent Imagination

Deep Reinforcement Learning Framework + Algorithms

Arnold - DOOM Agent

Essential Guide to keep up with AI/ML/DL/CV

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

AI research environment for the Atari 2600 games 🤖.

60_Days_RL_Challenge中文版

Reinforcement learning framework to accelerate research

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

Amazing Machine Learning Open Source Tools and Projects for the Past Year (v.2019)

Multiple implementations for abstractive text summurization , using google colab

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

A C++ framework for MDPs and POMDPs with Python bindings

Grokking Deep Reinforcement Learning

Reinforcement Learning Cheat Sheet

Cornell Instruction Following Framework

List of summer schools in machine learning + related fields across the globe

Seoul AI Gym is a toolkit for developing AI algorithms.

Artificial intelligence for the Snake game.

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

An End-To-End, Lightweight and Flexible Platform for Game Research

Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

Awesome free machine learning and AI courses with video lectures.

🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

Testbed for deep reinforcement learning

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

A fast Evolution Strategy implementation in Python

和（he for objective-c） —— “信息熵减机系统”

A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

Deep Reinforcement Learning for the JVM (Deep-Q, A3C)

HoME: a Household Multimodal Environment is a platform for artificial agents to learn from vision, audio, semantics, physics, and interaction with objects and other agents, all within a realistic context.

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

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

A Configurable Recommender Systems Simulation Platform

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

Code for Java Deep Learning Cookbook

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

Efficient Batched Reinforcement Learning in TensorFlow

MIT DeepTraffic top 2% solution (75.01 mph) 🚗.

Resources to learn more about Machine Learning and Artificial Intelligence

Some of the ML and DL related reading materials, research papers that I've read

A selection of state-of-the-art research materials on decision making and motion planning.

AI各领域学习资料整理。（A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.）

Carefully curated resource links for data science in one place

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

Flappy Bird AI using Evolution Strategies

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

Our NIPS 2017: Learning to Run source code

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Code for the paper: Benhenda, M. 2017. ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.