GPU-accelerated Value Iteration for the Computation of Reachability Probabilities in MDPs

Zhimin Wu; Ernst Moritz Hahn; Akin Günay; Lijun Zhang; Yang Liu

doi:10.3233/978-1-61499-672-9-1726

GPU-accelerated Value Iteration for the Computation of Reachability Probabilities in MDPs

Zhimin Wu
, Ernst Moritz Hahn
, Akin Günay
, Lijun Zhang
, Yang Liu

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

2 Citations (Scopus)

27 Downloads (Pure)

Original language	English
Title of host publication	ECAI'16
Subtitle of host publication	Proceedings of the Twenty-second European Conference on Artificial Intelligence
Editors	Gal A. Kaminka, Frank Dignum, Eyke Hullermeier, Paolo Bouquet, Virginia Dignum, Maria Fox, Frank van Harmelen
Place of Publication	Amsterdam
Publisher	IOS
Pages	1726-1727
Number of pages	2
ISBN (Electronic)	978-1-61499-672-9
ISBN (Print)	978-1-61499-671-2
DOIs	https://doi.org/10.3233/978-1-61499-672-9-1726
Publication status	Published - 2016
Externally published	Yes
Event	22nd European Conference on Artificial Intelligence, ECAI 2016 - The Hague, Netherlands Duration: 29 Aug 2016 → 2 Sept 2016 Conference number: 22

Publication series

Name	Frontiers in Artificial Intelligence and Applications
Publisher	IOS Press
Volume	285
ISSN (Print)	0922-6389

Conference

Conference	22nd European Conference on Artificial Intelligence, ECAI 2016
Abbreviated title	ECAI 2016
Country/Territory	Netherlands
City	The Hague
Period	29/08/16 → 2/09/16

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10.3233/978-1-61499-672-9-1726Licence: CC BY-NC

Wu2016gpu-acceleratedFinal published version, 229 KBLicence: CC BY-NC

Cite this

Wu, Z., Hahn, E. M., Günay, A., Zhang, L., & Liu, Y. (2016). GPU-accelerated Value Iteration for the Computation of Reachability Probabilities in MDPs. In G. A. Kaminka, F. Dignum, E. Hullermeier, P. Bouquet, V. Dignum, M. Fox, & F. van Harmelen (Eds.), ECAI'16: Proceedings of the Twenty-second European Conference on Artificial Intelligence (pp. 1726-1727). (Frontiers in Artificial Intelligence and Applications; Vol. 285). IOS. https://doi.org/10.3233/978-1-61499-672-9-1726

Wu, Zhimin ; Hahn, Ernst Moritz ; Günay, Akin et al. / GPU-accelerated Value Iteration for the Computation of Reachability Probabilities in MDPs. ECAI'16: Proceedings of the Twenty-second European Conference on Artificial Intelligence. editor / Gal A. Kaminka ; Frank Dignum ; Eyke Hullermeier ; Paolo Bouquet ; Virginia Dignum ; Maria Fox ; Frank van Harmelen. Amsterdam : IOS, 2016. pp. 1726-1727 (Frontiers in Artificial Intelligence and Applications).

@inproceedings{5ca9c3edc29e4b92896045406b93772c,

title = "GPU-accelerated Value Iteration for the Computation of Reachability Probabilities in MDPs",

author = "Zhimin Wu and Hahn, \{Ernst Moritz\} and Akin G{\"u}nay and Lijun Zhang and Yang Liu",

year = "2016",

doi = "10.3233/978-1-61499-672-9-1726",

language = "English",

isbn = "978-1-61499-671-2",

series = "Frontiers in Artificial Intelligence and Applications",

publisher = "IOS",

pages = "1726--1727",

editor = "Kaminka, \{Gal A.\} and Frank Dignum and Eyke Hullermeier and Paolo Bouquet and Virginia Dignum and Maria Fox and \{van Harmelen\}, Frank",

booktitle = "ECAI'16",

address = "Netherlands",

note = "22nd European Conference on Artificial Intelligence, ECAI 2016, ECAI 2016 ; Conference date: 29-08-2016 Through 02-09-2016",

}

Wu, Z, Hahn, EM, Günay, A, Zhang, L & Liu, Y 2016, GPU-accelerated Value Iteration for the Computation of Reachability Probabilities in MDPs. in GA Kaminka, F Dignum, E Hullermeier, P Bouquet, V Dignum, M Fox & F van Harmelen (eds), ECAI'16: Proceedings of the Twenty-second European Conference on Artificial Intelligence. Frontiers in Artificial Intelligence and Applications, vol. 285, IOS, Amsterdam, pp. 1726-1727, 22nd European Conference on Artificial Intelligence, ECAI 2016, The Hague, Netherlands, 29/08/16. https://doi.org/10.3233/978-1-61499-672-9-1726

GPU-accelerated Value Iteration for the Computation of Reachability Probabilities in MDPs. / Wu, Zhimin; Hahn, Ernst Moritz; Günay, Akin et al.
ECAI'16: Proceedings of the Twenty-second European Conference on Artificial Intelligence. ed. / Gal A. Kaminka; Frank Dignum; Eyke Hullermeier; Paolo Bouquet; Virginia Dignum; Maria Fox; Frank van Harmelen. Amsterdam: IOS, 2016. p. 1726-1727 (Frontiers in Artificial Intelligence and Applications; Vol. 285).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - GPU-accelerated Value Iteration for the Computation of Reachability Probabilities in MDPs

AU - Wu, Zhimin

AU - Hahn, Ernst Moritz

AU - Günay, Akin

AU - Zhang, Lijun

AU - Liu, Yang

N1 - Conference code: 22

PY - 2016

Y1 - 2016

UR - https://www.scopus.com/pages/publications/85013104369

U2 - 10.3233/978-1-61499-672-9-1726

DO - 10.3233/978-1-61499-672-9-1726

M3 - Conference contribution

SN - 978-1-61499-671-2

T3 - Frontiers in Artificial Intelligence and Applications

SP - 1726

EP - 1727

BT - ECAI'16

A2 - Kaminka, Gal A.

A2 - Dignum, Frank

A2 - Hullermeier, Eyke

A2 - Bouquet, Paolo

A2 - Dignum, Virginia

A2 - Fox, Maria

A2 - van Harmelen, Frank

PB - IOS

CY - Amsterdam

T2 - 22nd European Conference on Artificial Intelligence, ECAI 2016

Y2 - 29 August 2016 through 2 September 2016

ER -

Wu Z, Hahn EM, Günay A, Zhang L, Liu Y. GPU-accelerated Value Iteration for the Computation of Reachability Probabilities in MDPs. In Kaminka GA, Dignum F, Hullermeier E, Bouquet P, Dignum V, Fox M, van Harmelen F, editors, ECAI'16: Proceedings of the Twenty-second European Conference on Artificial Intelligence. Amsterdam: IOS. 2016. p. 1726-1727. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/978-1-61499-672-9-1726

GPU-accelerated Value Iteration for the Computation of Reachability Probabilities in MDPs

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