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(Top)
1
Research
2
Service and awards
3
Selected publications
4
References
5
External links
Shlomo Zilberstein
●مصرى
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From Wikipedia, the free encyclopedia
Research
[edit]
His research is in the area of artificial intelligence, specifically automated planning, in addition to decision theory, reasoning under uncertainty, heuristic search, automated coordination and communication, and reinforcement learning.[4]
He directs the Resource-Bounded Reasoning Laboratory[5] at the University of Massachusetts, Amherst.[6] In 2002, Daniel S. Bernstein, Robert Givan, Neil Immerman, and Shlomo Zilberstein introduced the Decentralized POMDP which extends the widely used single-agent POMDP model to a multi-agent scenario (Dec-POMDP).[7] He has also developed AI algorithms for semi-autonomous systems with potential applications to semi-autonomous cars.[8][9][10][11]
Service and awards
[edit]
He served as editor-in-chief of the Journal of Artificial Intelligence Research and associate editor of the Journal of Autonomous Agents and Multi-Agent Systems.[12] Additionally, he served as chair of the conference committee for both the Twenty-Ninth and Thirtieth AAAI Conference on Artificial Intelligence.[13][14] The National Science Foundation awarded Dr. Zilberstein with the RIA, CAREER, and ITR awards.[15] He was elected as a fellow of the Association for the Advancement of Artificial Intelligence[16] in 2011 and of the Association for Computing Machinery[17] in 2021.
Selected publications
[edit]
-
Srivastava, Siddharth; Immerman, Neil; Zilberstein, Shlomo (2012). "Applicability Conditions for Plans with Loops: Computability Results and Algorithms" (PDF). Artificial Intelligence. 191 (1–2): 1–19. doi:10.1016/j.artint.2012.07.005.
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Amato, Christopher; Bernstein, Daniel S.; Zilberstein, Shlomo (2010). "Optimizing Fixed-Size Stochastic Controllers for POMDPs and Decentralized POMDPs" (PDF). Autonomous Agents and Multi-Agent Systems. 21 (3): 293–320. doi:10.1007/s10458-009-9103-z. S2CID 12915662.
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Seuken, Sven; Zilberstein, Shlomo (2008). "Formal Models and Algorithms for Decentralized Decision Making under Uncertainty" (PDF). Autonomous Agents and Multi-Agent Systems. 17 (1): 190–250. doi:10.1007/s10458-007-9026-5. S2CID 12707282.
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Goldman, Claudia V.; Zilberstein, Shlomo (2004). "Decentralized Control of Cooperative Systems: Categorization and Complexity Analysis" (PDF). Journal of Artificial Intelligence Research. 22: 143–174. doi:10.1613/jair.1427.
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Hansen, Eric A.; Bernstein, Daniel S.; Zilberstein, Shlomo (2004). "Dynamic Programming for Partially Observable Stochastic Games" (PDF). Proceedings of the 19th National Conference on Artificial Intelligence. AAAI. pp. 709–715.
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Bernstein, Daniel S.; Givan, Robert; Immerman, Neil; Zilberstein, Shlomo (2002). "The Complexity of Decentralized Control of Markov Decision Processes" (PDF). Mathematics of Operations Research. 27 (4): 819–840. arXiv:1301.3836. doi:10.1287/moor.27.4.819.297. S2CID 1195261.
References
[edit]
^ His doctoral advisor and thesis as part of his academic genealogy
^ Professional website description
^ Resource-Bounded Reasoning Laboratory website
^ UMass Amherst research groups
^ Dr. Zilberstein's NSF Grant in 2002 in which the Dec-POMDP model was developed
^ Dr. Zilberstein's NSF Grant in 2014 for Semi-Autonomous Systems (SAS) with direct applications to semi-autonomous driving
^ Popular Mechanics news article on semi-autonomous systems
^ NSF news article on semi-autonomous systems
^ Phys.org news article on semi-autonomous systems
^ JAIR editors and staff list from 2012
^ AAAI 2015 conference committee
^ AAAI 2016 conference committee
^ "List of NSF CAREER award recipients". Archived from the original on 2016-03-03. Retrieved 2018-04-06.
^ AAAI fellows list
^ ACM Names 71 Fellows for Computing Advances that are Driving Innovation
External links
[edit]
Retrieved from "https://en.wikipedia.org/w/index.php?title=Shlomo_Zilberstein&oldid=1171281483"
Categories:
●1960 births
●Living people
●Artificial intelligence researchers
●Technion – Israel Institute of Technology alumni
●University of Massachusetts Amherst faculty
●Fellows of the Association for the Advancement of Artificial Intelligence
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●Articles with ACM-DL identifiers
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●This page was last edited on 20 August 2023, at 04:04 (UTC).
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