Off-policy evaluation in Markov decision processes

This dissertation is set in the context of a widely used framework for formalizing autonomous decision-making, namely Markov decision processes (MDPs). One of the key problems that arise in MDPs is that of evaluating a decision-making strategy, typically called a policy. It is often the case that da...

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Bibliographic Details
Main Author: Paduraru, Cosmin
Other Authors: Doina Precup (Supervisor1)
Format: Others
Language:en
Published: McGill University 2013
Subjects:
Online Access:http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=117008