Popular GitHub Repositories for Gym Environment

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

A minimalist environment for decision-making in autonomous driving

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

Reinforcement Learning environments based on the 1993 game Doom :godmode:

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

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

ns3-gym - The Playground for Reinforcement Learning in Networking Research

A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

Framework for Multi-Agent Deep Reinforcement Learning in Poker

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically designed to be flexible, tunable and scalable. It can be tailored to a variety of PO-MAPF settings.

A Gym-like environment for Reinforcement Learning in Rocket League

A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.

A library for neuroscience-inspired navigation and decision making research.

Tactics2D: A Reinforcement Learning Environment Library with Generative Scenarios for Driving Decision-making

An API conversion tool for popular external reinforcement learning environments

OpenAI Gym Environment API based Bitcoin trading environment

Assetto Corsa OpenAI Gym Environment

Challenging Memory-based Deep Reinforcement Learning Agents