WoodoLee / TorchCraftAI

A platform that lets you build agents to learn to play StarCraft: Brood War.

TorchCraftAI

TorchCraftAI is a platform that lets you build agents to play (and learn to play) StarCraft®: Brood War®†. TorchCraftAI includes:

• A modular framework for building StarCraft agents
• CherryPi, a bot which plays complete games of StarCraft (1st place SSCAIT 2017-18)
• A reinforcement learning environment with minigames, models, and training loops
• TorchCraft support for TCP communication with StarCraft and BWAPI
• Support for Linux, Windows, and OSX

Get started

See guides for:

• Linux
• Windows
• OSX

Documentation

• Home
• Architecture overview
• Code reference

Tutorials

• Train a model to place buildings
• Train a model to fight

Licensing

We encourage you to experiment with TorchCraftAI! See LICENSE, plus more on contributing and our code of conduct.

†: StarCraft is a trademark or registered trademark of Blizzard Entertainment, Inc., in the U.S. and/or other countries. Nothing in this repository should be construed as approval, endorsement, or sponsorship by Blizzard Entertainment, Inc.