Popular GitHub Repositories for Starcraft

StarCraft II Learning Environment

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

Connecting Torch to StarCraft

An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

Starcraft AI Bot

(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.

Reinforcement learning framework to accelerate research

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.

Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.

Reinforcement Learning and Transfer Learning based StarCraft Micromanagement

Implementing reinforcement-learning algorithms for pysc2 -environment

SMAC: The StarCraft Multi-Agent Challenge

Hierarchical Expert Prompt for Large-Language-Models: An Approch Defeat Elite AI in TextStarCraft-II for the First Time

[ICML 2021] DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning

StarCraft 2 Imitation Learning