awesome-sc2-ai

A curated list of SC2 AI code and resources
https://github.com/aiarena/awesome-sc2-ai

Last synced: 17 days ago
JSON representation

Open-source bots
- Python bots
- CPP bots
  - cpp-sc2/blank-bot - empty starter bot with integrated cpp-sc2.
  - cpp-sc2/commandcenter
  - MicroMachine
  - suvorov-bot
- CSharp bots
  - Tyr
- Java bots
  - Supalosa/testbot - bot template with integrated ocraft. Built using gradle.
- Go bots
  - BlackCompany
Tutorials
APIs
- CSharp APIs
  - ExampleBot
- CPP APIs
  - cpp-sc2
- GO APIs
  - s2l
  - go-sc2ai
- Java APIs
  - ocraft-s2client
- JavaScript APIs
  - node-sc2
- Python APIs
  - python-sc2
  - pysc2 - Machine-learning focussed SC2 AI API.
- Rust APIs
  - rust-sc2
- TypeScript APIs
  - s2client-api-typescript
Frameworks
- CSharp Frameworks
  - sharky
- Python Frameworks
  - sharpy-sc2
Libraries
- Python Libraries
  - ares-sc2 - an extension on python-sc2's capabilities
  - cython-extensions-sc2 - Cython extensions extracted from ares-sc2, for use in any python-sc2 based bot.
  - SC2MapAnalysis - influence maps, pathfinding
  - queens-sc2 - powerful queen management
  - bossman - simple utility for tracking and making in game choices
  - SC2_bot_chat - utility for sending chat messages
  - sc2-helper - StarCraft 2 AI helper tools
  - sc2-pathlib - Pathfinding and terrain analysis library for Starcraft 2 bot api in Rust
  - SC2-Map-Segmentation - provides fully automated segmentation for Starcraft 2 maps, similar to SC2MapAnalysis
  - alphastar - A package from DeepMind that provides the tools to train an agent to master StarCraft II
  - ares-sc2 - an extension on python-sc2's capabilities
Machine Learning
- Python bots
Development tools
- Python Tutorials
  - local-play-bootstrap - A quick setup for playing games locally
  - docker-sc2 - A dockerized StarCraft II Linux client.
  - aiarena-docker - Standard arena client docker environment used in competitions.
  - aiarena.superskill.me - Third party AI Arena ladder statistics
  - Visual Studio Code Extension - Run your AI bots with StarCraft II within Visual Studio Code.
  - aiarena-docker - Standard arena client docker environment used in competitions.
Competitions
- AI Arena - 24/7 Ladder
- ProBots - Regular Tournament
- ProBots - Major Tournament Series
- AI Arena - 24/7 Ladder

Programming Languages

Python 16 C++ 4 Rust 3 Go 3 C# 3 JavaScript 2 Java 2 Dockerfile 1 HTML 1 C 1

Categories

Tutorials 16 Open-source bots 14 Libraries 11 APIs 10 Development tools 6 Competitions 4 Machine Learning 4 Frameworks 2 License 1

Sub Categories

Python Tutorials 14 Python bots 11 Python Libraries 11 General Tutorials 8 CPP bots 4 Python APIs 2 GO APIs 2 Java bots 1 Python Frameworks 1 CPP APIs 1 JavaScript APIs 1 Java APIs 1 Go bots 1 CSharp APIs 1 CSharp bots 1 TypeScript APIs 1 CSharp Frameworks 1 CSharp Tutorials 1 Rust APIs 1

Keywords

starcraft2 12 starcraft-ii 9 ai 7 bot 7 sc2 7 starcraft-ii-bot 5 starcraft 5 cpp 4 aiarena 3 game 3 reinforcement-learning 3 artificial-intelligence 3 sc2-api 2 sc2api 2 starcraft2-ai 2 starter 2 deepmind 2 starcraft-ii-replays 1 machine-learning 1 blizzard-api 1 java 1 starcraft-ii-api 1 dockerfile 1 docker-image 1 starcraft2ai 1 sc2aiarena 1 sc2ai 1 python 1 pysc2-mini-games 1 pysc2-library 1 pysc2 1 machinelearning 1 blizzard 1 starcraft2-agents 1 hierarchical-reinforcement-learning 1 deep-reinforcement-learning 1 deep-neural-networks 1 deep-learning 1 segmentation-automation 1 sharpy-sc2 1 sc2-pathlib 1 dummy-bots 1