Popular GitHub Repositories for Environment

GPU-Jupyter: Your GPU-accelerated JupyterLab with a rich data science toolstack, TensorFlow and PyTorch for your reproducible deep learning experiments.

A collection of multi agent environments based on OpenAI gym.

[ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

Benchmarking the Spectrum of Agent Capabilities

Repository for the Lux AI Challenge, season 2 (NeurIPS 23). Hosted on @kaggle

Spriteworld: a flexible, configurable python-based reinforcement learning environment

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

A python interface for training Reinforcement Learning bots to battle on pokemon showdown

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

[ICLR 2025] A trinity of environments, tools, and benchmarks for general virtual agents

LLM-PySC2 is NKAI Decision Team and NUDT Decision Team's Python component of the StarCraft II LLM Decision Environment. It exposes Deepmind's PySC2 Learning Environment API as a Python LLM Environment.

A modified version of TORCS for deep reinforcement learning.

Explore and find reinforcement learning environments in a list of 150+ open source environments.

All the source codes and lectures of reinforcement learning.

Standardized Minecraft Diamond Environment for Reinforcement Learning

MADRL project solving chess environment using PPO with two different methods: 2 agents/networks and a single agent/network.

Machine Learning and Natural Language Processing of the EEA Corpus via spaCy, Textacy and pyLDAvis and other useful NLP algorithms.

Battleship environment for reinforcement learning tasks

A real-time, high-frequency, real-world desktop environment that is suitable for desktop-based ML development (agents, world models, etc.)

Airflow POC demo : 1) env set up 2) airflow DAG 3) Spark/ML pipeline | #DE