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Volumn 20, Issue 4, 2008, Pages 299-318

Spoken language interaction with model uncertainty: An adaptive human-robot interaction system

Author keywords

Adaptive systems; Dialogue management; Human computer interface; Online learning; Partially observable Markov decision processes

Indexed keywords

ADAPTIVE HUMAN-ROBOT INTERACTION SYSTEMS; DIALOGUE MANAGEMENT; HUMAN COMPUTER INTERFACES; NATURAL LANGUAGE INTERACTION; NOISY SPEECH RECOGNITION; ONLINE LEARNING; PARTIALLY OBSERVABLE MARKOV DECISION PROCESS; PROBABILISTIC MODELS;

EID: 56749163138     PISSN: 09540091     EISSN: 13600494     Source Type: Journal    
DOI: 10.1080/09540090802413145     Document Type: Article
Times cited : (49)

References (25)
  • 1
    • 0003787146 scopus 로고
    • Princeton, NJ: Princeton University Press
    • Bellman, R. (1957), Dynamic Programming, Princeton, NJ: Princeton University Press.
    • (1957) Dynamic Programming
    • Bellman, R.1
  • 8
    • 39649090194 scopus 로고    scopus 로고
    • Learning in Non-stationary Partially Observable Markov Decision Processes
    • Jaulmes, R., Pineau, J., and Precup, D. (2005), 'Learning in Non-stationary Partially Observable Markov Decision Processes,' ECML Workshop.
    • (2005) ECML Workshop
    • Jaulmes, R.1    Pineau, J.2    Precup, D.3
  • 10
    • 0036250209 scopus 로고    scopus 로고
    • Designing and Evaluating an Adaptive Spoken Dialogue System
    • Litman, D.J., and Pan, S. (2002), 'Designing and Evaluating an Adaptive Spoken Dialogue System,' User Modeling and User-Adapted Interaction, 12, 111-137.
    • (2002) User Modeling and User-Adapted Interaction , vol.12 , pp. 111-137
    • Litman, D.J.1    Pan, S.2
  • 11
    • 85138579181 scopus 로고
    • Learning Policies for Partially Observable Environments: Scaling up
    • eds. A. Prieditis and S. Russell, San Francisco, CA: Morgan Kaufmann; San Mateo, CA, pp
    • Littman, M.L., Cassandra, A.R., and Kaelbling, L.P. (1995), 'Learning Policies for Partially Observable Environments: Scaling up,' in Proceedings of the Twelfth International Conference on Machine Learning, eds. A. Prieditis and S. Russell, San Francisco, CA: Morgan Kaufmann; San Mateo, CA, pp. 362-370.
    • (1995) Proceedings of the Twelfth International Conference on Machine Learning , pp. 362-370
    • Littman, M.L.1    Cassandra, A.R.2    Kaelbling, L.P.3
  • 12
    • 39049110696 scopus 로고    scopus 로고
    • How Many Words can my Robot Learn? An Approach and Experiments with One-class Learning
    • Lopes, L.S., and Chauhan, A. (2007), 'How Many Words can my Robot Learn? An Approach and Experiments with One-class Learning,' Interaction Studies, 8(1), 53-81.
    • (2007) Interaction Studies , vol.8 , Issue.1 , pp. 53-81
    • Lopes, L.S.1    Chauhan, A.2
  • 19
    • 33749251297 scopus 로고    scopus 로고
    • An Analytic Solution to Discrete Bayesian. Reinforcement Learning
    • Pittsburgh, PA, New York, NY: ACM Press, pp
    • Poupart, P., Vlassis, N., Hoey, J., and Regan, K. (2006), 'An Analytic Solution to Discrete Bayesian. Reinforcement Learning,' in International Conference on Machine Learning, Pittsburgh, PA, New York, NY: ACM Press, pp. 697-704.
    • (2006) International Conference on Machine Learning , pp. 697-704
    • Poupart, P.1    Vlassis, N.2    Hoey, J.3    Regan, K.4
  • 20
    • 0024610919 scopus 로고
    • A Tutorial on Hidden Markov Models and Selecteds Applications in Speech Recognition
    • Rabiner, L.R. (1989), 'A Tutorial on Hidden Markov Models and Selecteds Applications in Speech Recognition,' Proceedings of the IEEE, 11, 257-286.
    • (1989) Proceedings of the IEEE , vol.11 , pp. 257-286
    • Rabiner, L.R.1
  • 23
    • 0012076619 scopus 로고    scopus 로고
    • Dialogue Management in the Mercury Flight Reservation System
    • Seattle, Washington, Morristown, NJ: Association for Computational Linguistics, pp
    • Seneff, S., and Polifroni, J. (2000), 'Dialogue Management in the Mercury Flight Reservation System,' in ANLP/NAACL 2000 Workshop on Conversational Systems, Seattle, Washington, Morristown, NJ: Association for Computational Linguistics, pp. 11-16.
    • (2000) ANLP/NAACL 2000 Workshop on Conversational Systems , pp. 11-16
    • Seneff, S.1    Polifroni, J.2
  • 24
    • 33846220727 scopus 로고    scopus 로고
    • Scaling Up POMDPs for Dialogue Management: The 'Summary POMDP' Method
    • Williams, J., and Young, S. (2005), 'Scaling Up POMDPs for Dialogue Management: The 'Summary POMDP' Method,' in Proceedings of the IEEE ASRU Workshop, pp. 250-255.
    • (2005) Proceedings of the IEEE ASRU Workshop , pp. 250-255
    • Williams, J.1    Young, S.2
  • 25
    • 37349042879 scopus 로고    scopus 로고
    • The Robustness-Performance Tradeoff in Markov Decision Processes
    • eds. B. Schölkopf, J. Platt and T. Hoffman, Cambridge, MA: MIT Press
    • Xu, H., and Mannor, S. (2007), 'The Robustness-Performance Tradeoff in Markov Decision Processes,' in Advances in Neural Information Processing Systems 19, eds. B. Schölkopf, J. Platt and T. Hoffman, Cambridge, MA: MIT Press.
    • (2007) Advances in Neural Information Processing Systems , vol.19
    • Xu, H.1    Mannor, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.