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Volumn 2004, Issue 1, 2004, Pages 1045-1051

Representing hierarchical POMDPs as DBNs for multi-scale robot localization

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DECISION THEORY; HIERARCHICAL SYSTEMS; LEARNING SYSTEMS; MARKOV PROCESSES; MATHEMATICAL MODELS; RECURSIVE FUNCTIONS;

EID: 3042531093     PISSN: 10504729     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/robot.2004.1307288     Document Type: Conference Paper
Times cited : (38)

References (18)
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    • Approximate planning with hierarchical partially observable markov decision processes for Robot Navigation
    • G. Theocharous and S. Mahadevan, 'Approximate Planning with Hierarchical Partially Observable Markov Decision Processes for Robot Navigation," in IEEE Intl. Conf. on Robotics and Automation, 2002.
    • (2002) IEEE Intl. Conf. on Robotics and Automation
    • Theocharous, G.1    Mahadevan, S.2
  • 5
    • 0032119668 scopus 로고    scopus 로고
    • The hierarchical Hidden Markov Model: Analysis and applications
    • [Online]. Available: citeseer.nj.nec.com/article/fine98hierarchical.html
    • S. Fine, Y. Singer, and N. Tishby, The hierarchical Hidden Markov Model: Analysis and applications," Machine Learning, vol. 32, p. 41, 1998. [Online]. Available: citeseer.nj.nec.com/article/fine98hierarchical.html
    • (1998) Machine Learning , vol.32 , pp. 41
    • Fine, S.1    Singer, Y.2    Tishby, N.3
  • 8
    • 0030245363 scopus 로고    scopus 로고
    • From HMMs to segment models: A unifi ed view of stochastic modeling for speech recognition
    • M. Ostendorf, V. Digalakis, and O. Kimball, 'From HMMs to segment models: a unifi ed view of stochastic modeling for speech recognition," IEEE Trans. on Speech and Audio Processing, vol. 4, no. 5, pp. 360-378, 1996.
    • (1996) IEEE Trans. on Speech and Audio Processing , vol.4 , Issue.5 , pp. 360-378
    • Ostendorf, M.1    Digalakis, V.2    Kimball, O.3
  • 12
  • 13
    • 0009577164 scopus 로고    scopus 로고
    • Exact alpha-beta computation in logarithmic space with application to map word graph construction
    • [Online]
    • G. Zweig and M. Padmanabhan, 'Exact alpha-beta computation in logarithmic space with application to map word graph construction," in Proc. Intl. Conf. Spoken Lang., 2000. [Online]. Available: http://citeseer.nj.nec.com/ zweig00exact.html
    • (2000) Proc. Intl. Conf. Spoken Lang.
    • Zweig, G.1    Padmanabhan, M.2
  • 14
    • 0032044899 scopus 로고    scopus 로고
    • A probabilistic approach to concurrent mapping and localization for mobile robots
    • S. Thrun, W. Burgard, and D. Fox, 'A probabilistic approach to concurrent mapping and localization for mobile robots"Machine Learning, vol. 31, pp. 29-53, 1998.
    • (1998) Machine Learning , vol.31 , pp. 29-53
    • Thrun, S.1    Burgard, W.2    Fox, D.3
  • 15
    • 0022018101 scopus 로고
    • A probabilistic distance measure for hidden Markov models
    • B. H. Juang and L. R. Rabiner, 'A probabilistic distance measure for hidden Markov models," AT&T Technical Journal, vol. 64, no. 2, pp. 391-408, 1985.
    • (1985) AT&T Technical Journal , vol.64 , Issue.2 , pp. 391-408
    • Juang, B.H.1    Rabiner, L.R.2
  • 17
    • 0000675167 scopus 로고    scopus 로고
    • Structure learning in conditional probability models via an entropic prior and parameter extinction
    • [Online]
    • M. Brand, 'Structure learning in conditional probability models via an entropic prior and parameter extinction," Neural Computation, vol. 11, pp. 1155-1182, 1999. [Online]. Available: http://citeseer.nj.nec.com/ brand98structure.html
    • (1999) Neural Computation , vol.11 , pp. 1155-1182
    • Brand, M.1
  • 18
    • 0004241790 scopus 로고    scopus 로고
    • Ph.D. dissertation, MIT AI lab. [Online]
    • C. de Marcken, 'Unsupervised language acquisition," Ph.D. dissertation, MIT AI lab, 1996. [Online]. Available: http://www.demarcken.org/ carl/papers/PhD.pdf
    • (1996) Unsupervised Language Acquisition
    • De Marcken, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.