Shimmy

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:

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

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

Obstacle Tower Environment

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.