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RL-envs

18 repositories
C++ 479 45 Updated Nov 3, 2025

High-throughput simulation platform for Artificial Intelligence reseach

C++ 227 21 Updated Dec 1, 2022

Challenging Memory-based Deep Reinforcement Learning Agents

Python 111 3 Updated Oct 27, 2024

megastep helps you build 1-million FPS reinforcement learning environments on a single GPU

Python 146 12 Updated Feb 9, 2022
Python 108 11 Updated Feb 11, 2026

DMControl Generalization Benchmark

Python 188 43 Updated Jan 3, 2024

A customisable 3D platform for agent-based AI research

C 7,333 1,401 Updated Jan 4, 2023

A standalone release of DeepMind Lab's maze generator with Python bindings.

C++ 67 21 Updated Oct 3, 2023

♟️ Vectorized RL game environments in JAX

Python 591 44 Updated Mar 6, 2025

Partially Observable Process Gym

Python 212 18 Updated Jun 12, 2025

Obstacle Tower Environment

Python 546 123 Updated Jul 29, 2020

Evaluation of TD-MPC2.

Python 21 1 Updated Jan 21, 2024

🕹️ A diverse suite of scalable reinforcement learning environments in JAX

Python 810 95 Updated Dec 1, 2025

Gibson Environments: Real-World Perception for Embodied Agents

C 934 148 Updated Apr 15, 2024

Continual Reinforcement Learning in 3D Non-stationary Environments

Python 39 4 Updated Jun 16, 2019

JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️

Python 325 27 Updated Dec 16, 2025

A large-scale benchmark and learning environment.

Python 1,704 304 Updated Jan 25, 2025

(Crafter + NetHack) in JAX. ICML 2024 Spotlight.

Python 374 44 Updated Feb 10, 2026