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Volumn 4212 LNAI, Issue , 2006, Pages 389-400

Prioritizing point-based POMDP solvers

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; ITERATIVE METHODS; LEARNING ALGORITHMS; MATHEMATICAL MODELS;

EID: 33750371924     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11871842_38     Document Type: Conference Paper
Times cited : (14)

References (13)
  • 1
    • 57049103166 scopus 로고    scopus 로고
    • A heuristic variable grid solution method for pomdps
    • R. I. Brafman. A heuristic variable grid solution method for pomdps. In AAAI'97, 1997.
    • (1997) AAAI'97
    • Brafman, R.I.1
  • 2
    • 0001909869 scopus 로고    scopus 로고
    • Incremental pruning: A simple, fast, exact method for partially observable markov decision processes
    • A. R. Cassandra, M. L. Littman, and N.L. Zhang. Incremental pruning: A simple, fast, exact method for partially observable markov decision processes. In UAI'97, pages 54-61, 1997.
    • (1997) UAI'97 , pp. 54-61
    • Cassandra, A.R.1    Littman, M.L.2    Zhang, N.L.3
  • 3
    • 33746044183 scopus 로고    scopus 로고
    • Belief selection in point-based planning algorithms for pomdps
    • M. Izadi, D. Precup, and D. Azar. Belief selection in point-based planning algorithms for pomdps. In AI'06, 2006.
    • (2006) AI'06
    • Izadi, M.1    Precup, D.2    Azar, D.3
  • 4
    • 0001899658 scopus 로고    scopus 로고
    • Learning policies for partially observable environments: Scaling up
    • M. L. Littman, A. R. Cassandra, and L. P. Kaelbling. Learning policies for partially observable environments: Scaling up. In ICML'95.
    • ICML'95
    • Littman, M.L.1    Cassandra, A.R.2    Kaelbling, L.P.3
  • 5
    • 0000494894 scopus 로고
    • Computationally feasible bounds for partially observable markov decison processes
    • W. S. Lovejoy. Computationally feasible bounds for partially observable markov decison processes. Operations Research, 39:175-192, 1991.
    • (1991) Operations Research , vol.39 , pp. 175-192
    • Lovejoy, W.S.1
  • 6
    • 26944445033 scopus 로고    scopus 로고
    • Real-time decision making for large pomdps
    • S. Paquet, L. Tobin, and B. Chaib-draa. Real-time decision making for large pomdps. In AI'2005, 2005.
    • (2005) AI'2005
    • Paquet, S.1    Tobin, L.2    Chaib-Draa, B.3
  • 7
    • 84880772945 scopus 로고    scopus 로고
    • Point-based value iteration: An anytime algorithm for POMDPs
    • August
    • J. Pineau, G. Gordon, and S. Thrun. Point-based value iteration: An anytime algorithm for POMDPs. In IJCAI, August 2003.
    • (2003) IJCAI
    • Pineau, J.1    Gordon, G.2    Thrun, S.3
  • 8
    • 33646016345 scopus 로고    scopus 로고
    • VDCBPI: An approximate scalable algorithm for large POMDPs
    • MIT Press
    • P. Poupart and C. Boutilier. VDCBPI: an approximate scalable algorithm for large POMDPs. In NIPS 17, MIT Press, 2004.
    • (2004) NIPS , vol.17
    • Poupart, P.1    Boutilier, C.2
  • 9
    • 0015658957 scopus 로고
    • The optimal control of partially observable processes over a finite horizon
    • R. Smallwood and E. Sondik. The optimal control of partially observable processes over a finite horizon. Operations Research, 21, 1973.
    • (1973) Operations Research , vol.21
    • Smallwood, R.1    Sondik, E.2
  • 10
    • 31144465830 scopus 로고    scopus 로고
    • Heuristic search value iteration for pomdps
    • T. Smith and R. Simmons. Heuristic search value iteration for pomdps. In UAI 2004, 2004.
    • (2004) UAI 2004
    • Smith, T.1    Simmons, R.2
  • 11
    • 80053262864 scopus 로고    scopus 로고
    • Point-based pomdp algorithms: Improved analysis and implementation
    • T. Smith and R. Simmons. Point-based pomdp algorithms: Improved analysis and implementation. In UAI 2005, 2005.
    • (2005) UAI 2005
    • Smith, T.1    Simmons, R.2
  • 12
    • 31144472319 scopus 로고    scopus 로고
    • Perseus: Randomized point-based value iteration for POMDPs
    • M. T. J. Spaan and N. Vlassis. Perseus: Randomized point-based value iteration for POMDPs. JAIR, 24:195-220, 2005.
    • (2005) JAIR , vol.24 , pp. 195-220
    • Spaan, M.T.J.1    Vlassis, N.2
  • 13
    • 21844451909 scopus 로고    scopus 로고
    • Prioritization methods for accelerating mdp solvers
    • D. Wingate and K. D. Seppi. Prioritization methods for accelerating mdp solvers. JMLR, 6:851-881, 2005.
    • (2005) JMLR , vol.6 , pp. 851-881
    • Wingate, D.1    Seppi, K.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.