Metrics for Markov decision processes

We present a class of metrics, defined on the state space of a finite Markov decision process (MDP), each of which is sound with respect to stochastic bisimulation, a notion of MDP state equivalence derived from the theory of concurrent processes. Such metrics are based on similar metrics develop...

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Bibliographic Details
Main Author: Ferns, Norman Francis
Other Authors: Panangaden, Prakash (advisor)
Format: Others
Language:en
Published: McGill University 2003
Subjects:
Online Access:http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=80263

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