Best 362 Reinforcement Learning Open Source Projects

Simulator

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

Tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

Awesome Artificial Intelligence

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

Tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Polyaxon

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

Deep Neuroevolution

Deep Neuroevolution

Basic_reinforcement_learning

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

PyGame Learning Environment

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

Awesome AI Books

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

Super Mario Bros A3C Pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

Pysc2 Examples

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyp...

Vowpal_wabbit

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 lea...

StudyBook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

Snake

Artificial intelligence for the Snake game.