Bisimulation Metrics for Continuous Markov Decision Processes

In recent years, various metrics have been developed for measuring the behavioral similarity of states in probabilistic transition systems [J. Desharnais et al., Proceedings of CONCUR'99, Springer-Verlag, London, 1999, pp. 258-273; F. van Breugel and J. Worrell, Proceedings of ICALP'01, Sp...

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Veröffentlicht in:	SIAM journal on computing Jg. 40; H. 6; S. 1662 - 1714
Hauptverfasser:	Ferns, Norm, Panangaden, Prakash, Precup, Doina
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Philadelphia, PA Society for Industrial and Applied Mathematics 01.01.2011
Schlagworte:	Algorithmics. Computability. Computer arithmetics Algorithms Applied mathematics Applied sciences Approximation Computer science; control theory; systems Decision making Exact sciences and technology Linear programming Markov analysis Miscellaneous Theoretical computing World Markov process Markov decision Similarity State space Transition system 93E20 Substitution continuous 60J05 Sampling Approximation Navigation 68T37 Estimation Reinforcement learning Linear programming State space method Algorithm 90C40 Bisimulation Transition state Markov decision process Planning metrics Robot Continuous system
ISSN:	0097-5397, 1095-7111
Online-Zugang:	Volltext
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