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Volumn 1, Issue , 2008, Pages 478-485

Not all agents are equal: Scaling up distributed POMDPs for agent networks

Author keywords

Distributed POMDP; Finite state machines; Multi agent systems; Partially Observable Markov Decision Process (POMDP)

Indexed keywords

AUTONOMOUS AGENTS; AUTONOMOUS UNDERWATER VEHICLES; FINITE AUTOMATA; HEURISTIC ALGORITHMS; MULTI AGENT SYSTEMS; SENSOR NETWORKS;

EID: 84899969517     PISSN: 15488403     EISSN: 15582914     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (30)

References (14)
  • 1
    • 27344432831 scopus 로고    scopus 로고
    • Solving transition independent decentralized Markov decision processes
    • R. Becker, S. Zilberstein, V. Lesser, and C. Goldman. Solving transition independent decentralized Markov decision processes. JAIR, 22:423-455, 2004.
    • (2004) JAIR , vol.22 , pp. 423-455
    • Becker, R.1    Zilberstein, S.2    Lesser, V.3    Goldman, C.4
  • 2
    • 84880740944 scopus 로고    scopus 로고
    • Bounded policy iteration for decentralized POMDPs
    • D. S. Bernstein, E. Hansen, and S. Zilberstein. Bounded policy iteration for decentralized POMDPs. In IJCAI, 2005.
    • (2005) IJCAI
    • Bernstein, D.S.1    Hansen, E.2    Zilberstein, S.3
  • 3
  • 4
    • 84870957039 scopus 로고    scopus 로고
    • DARPA
    • DARPA. Landroids. http://fs1.fbo.gov/EPSData/ODA/Synopses/4965/BAA07-46/ BAA07-46LANdroidsPIP.pdf
    • Landroids
  • 5
    • 4544325183 scopus 로고    scopus 로고
    • Approximate solutions for partially observable stochastic games with common payoffs
    • R. Emery-Montemerlo, G. Gordon, J. Schneider, and S. Thrun. Approximate solutions for partially observable stochastic games with common payoffs. In AAMAS, 2004.
    • (2004) AAMAS
    • Emery-Montemerlo, R.1    Gordon, G.2    Schneider, J.3    Thrun, S.4
  • 7
    • 32144461572 scopus 로고    scopus 로고
    • Dynamic programming for partially observable stochastic games
    • E. Hansen, D. Bernstein, and S. Zilberstein. Dynamic programming for partially observable stochastic games. In AAAI, 2004.
    • (2004) AAAI
    • Hansen, E.1    Bernstein, D.2    Zilberstein, S.3
  • 9
    • 84880823326 scopus 로고    scopus 로고
    • Taming decentralized POMDPs: Towards efficient policy computation for multiagent settings
    • R. Nair, D. Pynadath, M. Yokoo, M. Tambe, and S. Marsella. Taming decentralized POMDPs: Towards efficient policy computation for multiagent settings. In IJCAI, 2003.
    • (2003) IJCAI
    • Nair, R.1    Pynadath, D.2    Yokoo, M.3    Tambe, M.4    Marsella, S.5
  • 10
    • 34247214638 scopus 로고    scopus 로고
    • Networked distributed POMDPs: A synthesis of distributed constraint optimization and POMDPs
    • R. Nair, P. Varakantham, M. Tambe, and M. Yokoo. Networked distributed POMDPs: A synthesis of distributed constraint optimization and POMDPs. In AAAI, 2005.
    • (2005) AAAI
    • Nair, R.1    Varakantham, P.2    Tambe, M.3    Yokoo, M.4
  • 12
    • 33745673007 scopus 로고    scopus 로고
    • Bounded finite state controllers
    • P. Poupart and C. Boutilier. Bounded finite state controllers. In NIPS, 2003.
    • (2003) NIPS
    • Poupart, P.1    Boutilier, C.2
  • 13
    • 37349124903 scopus 로고    scopus 로고
    • MAA*: A heuristic search algorithm for solving decentralized POMDPs
    • D. Szer, F. Charpillet, and S. Zilberstein. MAA*: A heuristic search algorithm for solving decentralized POMDPs. In IJCAI, 2005.
    • (2005) IJCAI
    • Szer, D.1    Charpillet, F.2    Zilberstein, S.3
  • 14
    • 78650622568 scopus 로고    scopus 로고
    • Letting loose a SPIDER on a network of POMDPs: Generating quality guaranteed policies
    • P. Varakantham, J. Marecki, Y.Yabu, M. Tambe, and M. Yokoo. Letting loose a SPIDER on a network of POMDPs: Generating quality guaranteed policies. In AAMAS, 2007.
    • (2007) AAMAS
    • Varakantham, P.1    Marecki, J.2    Yabu, Y.3    Tambe, M.4    Yokoo, M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.