Gym Compatible

MalmoJava

An AI experimentation platform built on Minecraft for training and researching intelligent agents in complex 3D environments.

rlpytPython

A modular, high-throughput PyTorch framework for deep reinforcement learning research, supporting policy gradient, deep Q-learning, and Q-function policy gradient algorithms.

EnvPoolC++

A C++-based high-performance parallel environment execution engine for vectorized reinforcement learning simulations.

MazePython

An application-oriented Deep Reinforcement Learning framework for real-world decision problems, covering simulation to deployment.