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Volumn , Issue , 2007, Pages 288-295

Approximate solution techniques for factored first-order MDPs

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE;

EID: 58349091881     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (24)

References (19)
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    • Princeton, NJ: Princeton University Press
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  • 2
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    • Decision-theoretic planning: Structural assumptions and computational leverage
    • Boutilier, C.; Dean, T.; and Hanks, S. 1999. Decision-theoretic planning: Structural assumptions and computational leverage. JAIR 11:1-94.
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    • Boutilier, C.1    Dean, T.2    Hanks, S.3
  • 3
    • 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-01.
    • (2001) IJCAI , vol.1
    • Boutilier, C.1    Reiter, R.2    Price, B.3
  • 4
    • 84880750109 scopus 로고    scopus 로고
    • Lifted first-order probabilistic inference
    • de Salvo Braz, R.; Amir, E.; and Roth, D. 2005. Lifted first-order probabilistic inference. In IJCAI-05.
    • (2005) IJCAI , vol.5
    • de Salvo Braz, R.1    Amir, E.2    Roth, D.3
  • 5
    • 58349110504 scopus 로고    scopus 로고
    • Mpe and partial inversion in lifted probabilistic variable elimination
    • de Salvo Braz, R.; Amir, E.; and Roth, D. 2006. Mpe and partial inversion in lifted probabilistic variable elimination. In AAAI-06.
    • (2006) AAAI , vol.6
    • de Salvo Braz, R.1    Amir, E.2    Roth, D.3
  • 6
    • 58349113822 scopus 로고    scopus 로고
    • Approximate policy iteration with a policy language bias
    • Fern, A.; Yoon, S.; and Givan, R. 2003. Approximate policy iteration with a policy language bias. In NIPS-03.
    • (2003) NIPS , vol.3
    • Fern, A.1    Yoon, S.2    Givan, R.3
  • 7
    • 44449170889 scopus 로고    scopus 로고
    • Exploiting first-order regression in inductive policy selection
    • Gretton, C., and Thiebaux, S. 2004. Exploiting first-order regression in inductive policy selection. In UAI-04.
    • (2004) UAI , vol.4
    • Gretton, C.1    Thiebaux, S.2
  • 8
    • 4544318426 scopus 로고    scopus 로고
    • Efficient solution methods for factored MDPs
    • Guestrin, C.; Roller, D.; Parr, R.; and Venktaraman, S. 2002. Efficient solution methods for factored MDPs. JAIR 19:399-468.
    • (2002) JAIR , vol.19 , pp. 399-468
    • Guestrin, C.1    Roller, D.2    Parr, R.3    Venktaraman, S.4
  • 9
    • 85163426407 scopus 로고    scopus 로고
    • Generalizing plans to new environments in RMDPs
    • Guestrin, C.; Roller, D.; Gearhart, C.; and Kanodia, N. 2003. Generalizing plans to new environments in RMDPs. In IJCAI-03.
    • (2003) IJCAI , vol.3
    • Guestrin, C.1    Roller, D.2    Gearhart, C.3    Kanodia, N.4
  • 10
    • 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-99.
    • (1999) UAI , vol.99
    • Hoey, J.1    St-Aubin, R.2    Hu, A.3    Boutilier, C.4
  • 11
    • 85163567358 scopus 로고    scopus 로고
    • Hölldobler, S., and Skvortsova, O. 2004. A logic-based approach to dynamic programming. In In AAAI-2004 Workshop on Learning and Planning in Markov Processes.
    • Hölldobler, S., and Skvortsova, O. 2004. A logic-based approach to dynamic programming. In In AAAI-2004 Workshop on Learning and Planning in Markov Processes.
  • 12
    • 33744496081 scopus 로고    scopus 로고
    • A heuristic search algorithm for solving first-order MDPs
    • Karabaev, E., and Skvortsova, O. 2005. A heuristic search algorithm for solving first-order MDPs. In UAI-2005, 292-299.
    • (2005) UAI , pp. 292-299
    • Karabaev, E.1    Skvortsova, O.2
  • 14
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    • First-order probabilistic inference
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    • Poole, D.1
  • 18
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    • Direct value approximation for factored MDPs
    • Schuurmans, D., and Patrascu, R. 2001. Direct value approximation for factored MDPs. In NIPS-2001, 1579-1586.
    • (2001) NIPS , pp. 1579-1586
    • Schuurmans, D.1    Patrascu, R.2
  • 19
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    • APRICODD: Approximate policy construction using decision diagrams
    • St-Aubin, R.; Hoey, J.; and Boutilier, C. 2000. APRICODD: Approximate policy construction using decision diagrams. In NIPS- 2000, 1089-1095.
    • (2000) NIPS- 2000 , pp. 1089-1095
    • St-Aubin, R.1    Hoey, J.2    Boutilier, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.