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Volumn 3720 LNAI, Issue , 2005, Pages 353-364

Model-based online learning of POMDPs

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC NOISE; ALGORITHMS; COMPUTATION THEORY; MATHEMATICAL MODELS; ONLINE SYSTEMS; PROBLEM SOLVING; SENSORS;

EID: 33646435268     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11564096_35     Document Type: Conference Paper
Times cited : (36)

References (13)
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    • A gentle tutorial on the em algorithm and its application to parameter estimation for gaussian mixture and hidden markov models
    • J. Bilmes. A gentle tutorial on the em algorithm and its application to parameter estimation for gaussian mixture and hidden markov models. Technical Report ICSI-TR-97-021, 1997.
    • (1997) Technical Report , vol.ICSI-TR-97-021
    • Bilmes, J.1
  • 3
    • 0028564629 scopus 로고
    • Acting optimally in partially observable stochastic domains
    • A. R. Cassandra, L. P. Kaelbling, and M. L. Littman. Acting optimally in partially observable stochastic domains. In AAAI'94, pages 1023-1028, 1994.
    • (1994) AAAI'94 , pp. 1023-1028
    • Cassandra, A.R.1    Kaelbling, L.P.2    Littman, M.L.3
  • 4
    • 0026998041 scopus 로고
    • Reinforcement learning with perceptual aliasing: The perceptual distinctions approach
    • L. Chrisman. Reinforcement learning with perceptual aliasing: The perceptual distinctions approach. In AAAI'02, pages 183-188, 1992.
    • (1992) AAAI'02 , pp. 183-188
    • Chrisman, L.1
  • 6
    • 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
  • 8
    • 33646430192 scopus 로고    scopus 로고
    • Learning finite-state controllers for partially observable environments
    • N. Meuleau, L. Peshkin, K. Kim, and L. P. Kaelbling. Learning finite-state controllers for partially observable environments. In UAI'99, pages 427-436, 1999.
    • (1999) UAI'99 , pp. 427-436
    • Meuleau, N.1    Peshkin, L.2    Kim, K.3    Kaelbling, L.P.4
  • 10
    • 33646434962 scopus 로고    scopus 로고
    • Resolving perceptual aliasing in the presence of noisy sensors
    • G. Shani and R. I. Brafman. Resolving perceptual aliasing in the presence of noisy sensors. In NIPS'17, 2004.
    • (2004) NIPS'17
    • Shani, G.1    Brafman, R.I.2
  • 11
    • 33646429065 scopus 로고    scopus 로고
    • Partial observability under noisy sensors - From model-free to model-based
    • G. Shani, R. I. Brafman, and S. E. Shimony. Partial observability under noisy sensors - from model-free to model-based. In ICML RRfRL Workshop, 2005.
    • (2005) ICML RRfRL Workshop
    • Shani, G.1    Brafman, R.I.2    Shimony, S.E.3
  • 12
    • 33646423159 scopus 로고    scopus 로고
    • Perseus: Randomized point-based value iteration for POMDPs
    • University of Amsterdam
    • M. T. J. Spaan and N. Vlassis. Perseus: Randomized point-based value iteration for POMDPs. Technical Report IAS-UVA-04-02, University of Amsterdam, 2004.
    • (2004) Technical Report , vol.IAS-UVA-04-02
    • Spaan, M.T.J.1    Vlassis, N.2
  • 13
    • 14344255790 scopus 로고    scopus 로고
    • Utile distinction hidden markov models
    • July
    • D. Wierstra and M. Wiering. Utile distinction hidden markov models. In ICML, July 2004.
    • (2004) ICML
    • Wierstra, D.1    Wiering, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.