Tuesday, September 25, 2018. 12:00PM. GHC 6115.

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Jakub Pachocki -- OpenAI Five: Training a Dota 2 Bot through Self-play

Abstract: Dota 2 is a popular, competitive, real-time strategy game played in two teams of five players. I will discuss our path, through scaling reinforcement learning to thousands of GPUs and hundreds of thousands of CPUS, to creating a deep learning based AI competitive with professionals.