There are 8 repositories under starcraft2 topic.
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
Decentralize, Self-host Cloud Gaming/Application
A StarCraft II bot api client library for Python 3
Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.
Starcraft AI Bot
A StarCraft II bot api client library for Python 3
(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.
Startcraft II Machine Learning research with DeepMind pysc2 python library .mini-games and agents.
We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enhanced algorithm achieves 100% win rates on SMAC-V1 and superior performance on SMAC-V2.
Python framework for rapid development of Starcraft 2 AI bots
StarCraft II Multi Agent Challenge : QMIX, COMA, LIIR, QTRAN, Central V, ROMA, RODE, DOP, Graph MIX
Go client library for Blizzard API data
RTS style building placement in Unity
StarCraft II Client - Java library supported on Windows, Linux and Mac designed for building scripted bots and research using the SC2API.
This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.
Flexible and feature-rich TypeScript library for easy access to Blizzard Battle.net APIs
A simple python StarCraft 2 Bot Template that uses the Python-SC2 framework
[ICML 2021] DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning
PHP API client for Blizzard API
StarCraft 2 Imitation Learning
We reproduced DeepMind's results and implement a meta-learning (MLSH) agent which can generalize across minigames.
StarCraft Casting Tool is a free to use open source program that makes casting StarCraft 2 simple while increasing the production value substantially by providing a match grabber and various sets of animated icons and browser sources to be shown to the viewer.
A modified Try Mode Map for Heroes of the Storm to create a better experience with enhanced functionalities.
(AAAI'2019) The codes, models, logs, and data for an extended paper of the original paper "On Reinforcement Learning for Full-length Game of StarCraft". AAAI = AAAI Conference on Artificial Intelligence.
Framework for inspecting actions and observatinos in StarCraftII replays
The fastest and most reliable ranked ladder tracker for StarCraft2 (Spring Boot app)