1078 Open source projects that are alternatives of or similar to Gym

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

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

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

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

Arnold - DOOM Agent

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

Testbed for deep reinforcement learning

Awesome free machine learning and AI courses with video lectures.

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

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.

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

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

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

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.）

Cornell Instruction Following Framework

Code for Java Deep Learning Cookbook

Reinforcement learning framework to accelerate research

Python Implementation of Reinforcement Learning: An Introduction

Mastering Atari with Discrete World Models

Grokking Deep Reinforcement Learning

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

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

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

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

Carefully curated resource links for data science in one place

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

Our NIPS 2017: Learning to Run source code

Artificial intelligence for the Snake game.

Some notebooks

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

60_Days_RL_Challenge中文版

Reinforcement Learning Cheat Sheet

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

Flappy Bird AI using Evolution Strategies

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

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

Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinforcement Learning Abbeel & Ng, 2004)

AI research environment for the Atari 2600 games 🤖.

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

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

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.

和（he for objective-c） —— “信息熵减机系统”

Dream to Control: Learning Behaviors by Latent Imagination

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

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

Multiple implementations for abstractive text summurization , using google colab

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 Framework + Algorithms

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

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

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

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

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

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

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

A fast Evolution Strategy implementation in Python

A Configurable Recommender Systems Simulation Platform

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

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