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Subject: High-confidence evaluation Supervisors: Josiah P. Hanna, COMPUTER SCIENCES DEPARTMENT UNIVERSITY OF WISCONSIN -- MADISON

  • A Framework for Safe Evaluation of Offline Learning

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    Spring 2022

    Radi, Hager

    The world offers unprecedented amounts of data in real-world domains, from which we can develop successful decision-making systems. It is possible for reinforcement learning (RL) to learn control policies offline from such data but challenging to deploy an agent during learning in safety-critical...

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