메뉴 건너뛰기




Volumn , Issue , 2010, Pages 1153-1158

Relational Partially Observable MDPs

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DYNAMIC PROGRAMMING; ITERATIVE METHODS; STOCHASTIC SYSTEMS;

EID: 77958537804     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (8)

References (23)
  • 1
    • 0033165498 scopus 로고    scopus 로고
    • Reasoning about noisy sensors and effectors in the situation calculus
    • Bacchus, F.; Halpern, J. Y.; and Levesque, H. J. 1999. Reasoning about noisy sensors and effectors in the situation calculus. Artificial Intelligence 111:171-208.
    • (1999) Artificial Intelligence , vol.111 , pp. 171-208
    • Bacchus, F.1    Halpern, J. Y.2    Levesque, H. J.3
  • 3
    • 0030349220 scopus 로고    scopus 로고
    • Computing optimal policies for partially observable decision processes using compact representations
    • Boutilier, C., and Poole, D. 1996. Computing optimal policies for partially observable decision processes using compact representations. In AAAI, 1168-1175.
    • (1996) AAAI , pp. 1168-1175
    • Boutilier, C.1    Poole, D.2
  • 4
    • 84880891360 scopus 로고    scopus 로고
    • Symbolic dynamic programming for first-order MDPs
    • Boutilier, C.; Reiter, R.; and Price, B. 2001. Symbolic dynamic programming for first-order MDPs. In IJCAI, 690-700.
    • (2001) IJCAI , pp. 690-700
    • Boutilier, C.1    Reiter, R.2    Price, B.3
  • 5
    • 0001909869 scopus 로고    scopus 로고
    • Incremental pruning: A simple, fast, exact method for partially observable Markov Decision Processes
    • Cassandra, A.; Littman, M.; and Zhang, N. 1997. Incremental pruning: A simple, fast, exact method for partially observable Markov Decision Processes. In UAI, 54-61.
    • (1997) UAI , pp. 54-61
    • Cassandra, A.1    Littman, M.2    Zhang, N.3
  • 6
    • 33744466799 scopus 로고    scopus 로고
    • Approximate policy iteration with a policy language bias: Solving relational markov decision processes
    • Fern, A.; Yoon, S.; and Givan, R. 2006. Approximate policy iteration with a policy language bias: Solving relational markov decision processes. JAIR 25:75-118.
    • (2006) JAIR , vol.25 , pp. 75-118
    • Fern, A.1    Yoon, S.2    Givan, R.3
  • 8
    • 85166243147 scopus 로고    scopus 로고
    • Dynamic programming for POMDPs using a factored state representation
    • Hansen, E. A., and Feng, Z. 2000. Dynamic programming for POMDPs using a factored state representation. In AIPS, 130-139.
    • (2000) AIPS , pp. 130-139
    • Hansen, E. A.1    Feng, Z.2
  • 9
    • 0003125478 scopus 로고    scopus 로고
    • Solving POMDPs by search in policy space
    • Hansen, E. A. 1998. Solving POMDPs by search in policy space. In UAI, 211-219.
    • (1998) UAI , pp. 211-219
    • Hansen, E. A.1
  • 10
    • 57049103166 scopus 로고    scopus 로고
    • A heuristic variable-grid solution method for POMDPs
    • Hauskrecht, M. 1997. A heuristic variable-grid solution method for POMDPs. In AAAI, 727-733.
    • (1997) AAAI , pp. 727-733
    • Hauskrecht, M.1
  • 11
    • 0002956570 scopus 로고    scopus 로고
    • SPUDD: Stochastic planning using decision diagrams
    • Hoey, J.; St-Aubin, R.; Hu, A.; and Boutilier, C. 1999. SPUDD: Stochastic planning using decision diagrams. In UAI, 279-288.
    • (1999) UAI , pp. 279-288
    • Hoey, J.1    St-Aubin, R.2    Hu, A.3    Boutilier, C.4
  • 13
    • 58849123822 scopus 로고    scopus 로고
    • Stochastic planning with first order decision diagrams
    • Joshi, S., and Khardon, R. 2008. Stochastic planning with first order decision diagrams. In ICAPS, 156-163.
    • (2008) ICAPS , pp. 156-163
    • Joshi, S.1    Khardon, R.2
  • 14
    • 78651481478 scopus 로고    scopus 로고
    • Generalized first order decision diagrams for first order markov decision processes
    • Joshi, S.; Kersting, K.; and Khardon, R. 2009. Generalized first order decision diagrams for first order markov decision processes. In IJCAI, 1916-1921.
    • (2009) IJCAI , pp. 1916-1921
    • Joshi, S.1    Kersting, K.2    Khardon, R.3
  • 15
    • 78650623906 scopus 로고    scopus 로고
    • Self-taught decision theoretic planning with first order decision diagrams
    • Joshi, S.; Kersting, K.; and Khardon, R. 2010. Self-taught decision theoretic planning with first order decision diagrams. In ICAPS.
    • (2010) ICAPS
    • Joshi, S.1    Kersting, K.2    Khardon, R.3
  • 17
    • 0031187203 scopus 로고    scopus 로고
    • The independent choice logic for modeling multiple agents under uncertainty
    • Poole, D. 1997. The independent choice logic for modeling multiple agents under uncertainty. Artificial Intelligence 94:7-56.
    • (1997) Artificial Intelligence , vol.94 , pp. 7-56
    • Poole, D.1
  • 18
    • 60549103706 scopus 로고    scopus 로고
    • Practical solution techniques for first-order MDPs
    • Sanner, S., and Boutilier, C. 2009. Practical solution techniques for first-order MDPs. Artificial Intelligence 173:748-488.
    • (2009) Artificial Intelligence , vol.173 , pp. 748-488
    • Sanner, S.1    Boutilier, C.2
  • 19
    • 77958606764 scopus 로고    scopus 로고
    • Symbolic dynamic programming for first-order POMDPs
    • Sanner, S., and Kersting, K. 2010. Symbolic dynamic programming for first-order POMDPs. In AAAI.
    • (2010) AAAI
    • Sanner, S.1    Kersting, K.2
  • 20
    • 58849155135 scopus 로고    scopus 로고
    • Efficient ADD operations for point-based algorithms
    • Shani, G.; Brafman, R.; Shimony, S.; and Poupart, P. 2008. Efficient ADD operations for point-based algorithms. In ICAPS.
    • (2008) ICAPS
    • Shani, G.1    Brafman, R.2    Shimony, S.3    Poupart, P.4
  • 21
    • 33845897345 scopus 로고    scopus 로고
    • Planning with POMDPs using a compact, logic-based representations
    • Wang, C., and Schmolze, J. 2005. Planning with POMDPs using a compact, logic-based representations. In ICTAI, 523-530.
    • (2005) ICTAI , pp. 523-530
    • Wang, C.1    Schmolze, J.2
  • 22
    • 44449127194 scopus 로고    scopus 로고
    • First order decision diagrams for relational MDPs
    • Wang, C.; Joshi, S.; and Khardon, R. 2008. First order decision diagrams for relational MDPs. JAIR 31:431-472.
    • (2008) JAIR , vol.31 , pp. 431-472
    • Wang, C.1    Joshi, S.2    Khardon, R.3
  • 23
    • 44449128933 scopus 로고    scopus 로고
    • Ph.D. Dissertation, Tufts University. Technical Report TR-2007-4
    • Wang, C. 2007. First order Markov Decision Processes. Ph.D. Dissertation, Tufts University. Technical Report TR-2007-4.
    • (2007) First order Markov Decision Processes
    • Wang, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.