Practical dialogue manager development using POMDPs

Proceedings of the 8th SIGdial Workshop on Discourse and Dialogue

Volumn , Issue , 2007, Pages 215-218

  Bui, Trung H ^a   Van Schooten, Boris ^a   Hofs, Dennis ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

DEVELOPMENT CYCLE; DIALOGUE MANAGEMENT; DIALOGUE MANAGER; PARTIAL INFORMATION; PARTIALLY OBSERVABLE MARKOV DECISION PROCESS;

MANAGERS;

EID: 69849085939     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

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2. S. Fitrianie. 2007. A multimodal human-computer interaction framework for research into crisis management. In Proc. of the Intelligent Human Computer Systems for Crisis Response and Management, pages 149-158.
3. O. Galibert, G. Illouz, and S. Rosset. 2005. Ritel: an open-domain, human-computer dialog system. In Interspeech 2005, pages 909-912. (Pubitemid 43908210)
4. D. Hofs, R. op den Akker, and A. Nijholt. 2003. A generic architecture and dialogue model for multimodal interaction. In Proc. of the 1st Nordic Symposium on Multimodal Communication, pages 79-92.
5. Trey Smith and Reid Simmons. 2005. Point-based pomdp algorithms: Improved analysis and implementation. In Proc. of the Conference on Uncertainty in Artificial Intelligence, pages 542-549.
6. M.T.J. Spaan and N. Vlassis. 2005. Perseus: Randomized point-based value iteration for pomdps. Journal of Artificial Intelligence Research, 24:195-220. (Pubitemid 43130936)
7. J.D. Williams and S. Young. 2007. Partially observable markov decision processes for spoken dialogue systems. Computer Speech and Language, 21:393-422. (Pubitemid 44709839)