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TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games

We present TorchCraft, a library that enables deep learning research on Real-Time Strategy (RTS) games such as StarCraft: Brood War, by making it easier to control these games from a machine learning framework, here Torch. This white paper argues for using RTS games as a benchmark for AI research, and describes the design and components of TorchCraft.

preprint2016arXivOpen access
Gabriel SynnaeveNantas NardelliAlex AuvolatSoumith ChintalaTimothée LacroixZeming LinFlorian RichouxNicolas Usunier
Machine LearningArtificial Intelligence
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Open access8 authors2 topics
Imported metadata coverageMissing code, dataset, citation and institution fields are tracked without dominating the paper.Details
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Gabriel SynnaeveNantas NardelliAlex AuvolatSoumith ChintalaTimothée LacroixZeming LinFlorian RichouxNicolas Usunier

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