Detail publikace

Approximate Policy Iteration for Markov Decision Processes via Quantitative Adaptive Aggregations

ABATE Alessandro, ČEŠKA Milan a KWIATKOWSKA Marta. Approximate Policy Iteration for Markov Decision Processes via Quantitative Adaptive Aggregations. In: Proceedings of 14th International Symposium on Automated Technology for Verification and Analysis. Lecture Notes in Computer Science, roč. 9938. Heidelberg: Springer Verlag, 2016, s. 13-31. ISBN 978-3-319-46519-7. Dostupné z: http://link.springer.com/chapter/10.1007%2F978-3-319-46520-3_2
Název česky
Kvantitativní adaptivních agregace pro MDP
Typ
článek ve sborníku konference
Jazyk
angličtina
Autoři
Abate Alessandro (UOx)
Češka Milan, doc. RNDr., Ph.D. (UITS FIT VUT)
Kwiatkowska Marta (UOx)
URL
Klíčová slova

Markov Decision Process, Policy Interaction, Approximation, Adaptive aggregation  

Abstrakt

Publikace se zabývá návrhem nových metod pro kvantitativní adaptivních agregaci Markovovy rozhodovacích processů. Navržené metody jsou implementovány a experimentálně vyhodnoceny. 

Rok
2016
Strany
13-31
Sborník
Proceedings of 14th International Symposium on Automated Technology for Verification and Analysis
Řada
Lecture Notes in Computer Science
Svazek
9938
Konference
14th International Symposium on Automated Technology for Verification and Analysis, Chiba, JP
ISBN
978-3-319-46519-7
Vydavatel
Springer Verlag
Místo
Heidelberg, DE
DOI
10.1007/978-3-319-46520-3_2
UT WoS
000389808100002
EID Scopus
2-s2.0-84992488738
BibTeX 
@INPROCEEDINGS{FITPUB11211,
   author = "Alessandro Abate and Milan \v{C}e\v{s}ka and Marta Kwiatkowska",
   title = "Approximate Policy Iteration for Markov Decision Processes via Quantitative Adaptive Aggregations",
   pages = "13--31",
   booktitle = "Proceedings of 14th International Symposium on Automated Technology for Verification and Analysis",
   series = "Lecture Notes in Computer Science",
   volume = 9938,
   year = 2016,
   location = "Heidelberg, DE",
   publisher = "Springer Verlag",
   ISBN = "978-3-319-46519-7",
   doi = "10.1007/978-3-319-46520-3\_2",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/11211"
}
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