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Volumn , Issue , 2011, Pages

Periodic finite state controllers for efficient POMDP and DEC-POMDP planning

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE SEGMENTATION; MARKOV PROCESSES; MULTI AGENT SYSTEMS; ROBOT PROGRAMMING; STOCHASTIC SYSTEMS;

EID: 85162441302     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (62)

References (18)
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    • Smallwood, R.D.1    Sondik, E.J.2
  • 2
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    • Formal models and algorithms for decentralized decision making under uncertainty
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    • Seuken, S.1    Zilberstein, S.2
  • 3
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    • Sarsop: Efficient point-based POMDP planning by approximating optimally reachable belief spaces
    • H. Kurniawati, D. Hsu, and W.S. Lee. Sarsop: Efficient point-based pomdp planning by approximating optimally reachable belief spaces. In Proc. Robotics: Science and Systems, 2008.
    • (2008) Proc. Robotics: Science and Systems
    • Kurniawati, H.1    Hsu, D.2    Lee, W.S.3
  • 4
    • 84880856384 scopus 로고    scopus 로고
    • Memory-bounded dynamic programming for DEC-POMDPs
    • Morgan Kaufmann
    • S. Seuken and S. Zilberstein. Memory-bounded dynamic programming for DEC-POMDPs. In Proc. of 20th IJCAI, pages 2009-2016.Morgan Kaufmann, 2007.
    • (2007) Proc. of 20th IJCAI , pp. 2009-2016
    • Seuken, S.1    Zilberstein, S.2
  • 5
    • 84899420411 scopus 로고    scopus 로고
    • Point-based policy generation for decentralized POMDPs
    • IFAAMAS
    • F. Wu, S. Zilberstein, and X. Chen. Point-based policy generation for decentralized POMDPs. In Proc. of 9th AAMAS, pages 1307-1314. IFAAMAS, 2010.
    • (2010) Proc. of 9th AAMAS , pp. 1307-1314
    • Wu, F.1    Zilberstein, S.2    Chen, X.3
  • 8
    • 80053179816 scopus 로고    scopus 로고
    • Optimizing memory-bounded controllers for decentralized POMDPs
    • AUAI Press
    • C. Amato, D. Bernstein, and S. Zilberstein. Optimizing Memory-Bounded Controllers for Decentralized POMDPs. In Proc. of 23rd UAI, pages 1-8. AUAI Press, 2007.
    • (2007) Proc. of 23rd UAI , pp. 1-8
    • Amato, C.1    Bernstein, D.2    Zilberstein, S.3
  • 9
    • 84899456155 scopus 로고    scopus 로고
    • Point-based backup for decentralized POMDPs: Complexity and new algorithms
    • IFAAMAS
    • A. Kumar and S. Zilberstein. Point-Based Backup for Decentralized POMDPs: Complexity and New Algorithms. In Proc. of 9th AAMAS, pages 1315-1322. IFAAMAS, 2010.
    • (2010) Proc. of 9th AAMAS , pp. 1315-1322
    • Kumar, A.1    Zilberstein, S.2
  • 10
    • 84860644195 scopus 로고    scopus 로고
    • Efficient planning for factored infinite-horizon DECPOMDPs
    • AAAI Press, July
    • Joni Pajarinen and Jaakko Peltonen. Efficient Planning for Factored Infinite-Horizon DECPOMDPs. In Proc. of 22nd IJCAI, pages 325-331. AAAI Press, July 2011.
    • (2011) Proc. of 22nd IJCAI , pp. 325-331
    • Pajarinen, J.1    Peltonen, J.2
  • 12
    • 80053161304 scopus 로고    scopus 로고
    • Anytime planning for decentralized POMDPs using expectation maximization
    • A. Kumar and S. Zilberstein. Anytime Planning for Decentralized POMDPs using Expectation Maximization. In Proc. of 26th UAI, 2010.
    • (2010) Proc. of 26th UAI
    • Kumar, A.1    Zilberstein, S.2
  • 13
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    • Bounded policy iteration for decentralized POMDPs
    • Morgan Kaufmann
    • D.S. Bernstein, E.A. Hansen, and S. Zilberstein. Bounded policy iteration for decentralized POMDPs. In Proc. of 19th IJCAI, pages 1287-1292.Morgan Kaufmann, 2005.
    • (2005) Proc. of 19th IJCAI , pp. 1287-1292
    • Bernstein, D.S.1    Hansen, E.A.2    Zilberstein, S.3
  • 14
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    • An optimal best-first search algorithm for solving infinite horizon DEC-POMDPs
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    • (2005) Proc. of 16th ECML , pp. 389-399
    • Szer, D.1    Charpillet, F.2
  • 15
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    • Achieving goals in decentralized POMDPs
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    • C. Amato and S. Zilberstein. Achieving goals in decentralized POMDPs. In Proc. of 8th AAMAS, volume 1, pages 593-600. IFAAMAS, 2009.
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    • Amato, C.1    Zilberstein, S.2
  • 16
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    • Finite-state controllers based on mealy machines for centralized and decentralized POMDPs
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.