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Some outstanding challenges in reinforcement learning

Csaba Szepesvari, University of Alberta, Canada

Abstract:

Reinforcement learning is rapidly gaining popularity in machine learning. However, some core challenges in reinforcement learning remain widely open. In this talk, I will identify a few of these outstanding challenges, describe some recent progress and suggest directions for future work.

Presentation slides