An ISU dialogue system exhibiting reinforcement learning of dialogue policies: Generic slot-filling in the TALK In-car system

EACL 2006 - 11th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference

Volumn , Issue , 2006, Pages 119-122

  Lemon, Oliver ^a   Georgila, Kallirroi ^a   Henderson, James ^a   Stuttle, Matthew ^b  

^a UNIVERSITY OF EDINBURGH   (United Kingdom)

^b UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BASELINE SYSTEMS; CAMBRIDGE UNIVERSITY; DIALOGUE STRATEGY; DIALOGUE SYSTEMS; EDINBURGH UNIVERSITY; INFORMATION STATE; MULTIMODAL DIALOGUE SYSTEMS; RESEARCH ISSUES;

COMPUTATIONAL LINGUISTICS; SPEECH PROCESSING;

REINFORCEMENT LEARNING;

EID: 84893350028     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. J. Bos, E. Klein, O. Lemon, and T. Oka. 2003. DIPPER: Description and Formalisation of an Information-State Update Dialogue System Architecture. In 4th SIGdial Workshop on Discourse and Dialogue, Sapporo.
2. A. Cheyer and D. Martin. 2001. The open agent architecture. Journal of Autonomous Agents and MultiAgent Systems, 4(1): 143-148.
3. K. Georgila, O. Lemon, and J. Henderson. 2005. Automatic annotation of COMMUNICATOR dialogue data for learning dialogue strategies and user simulations. In Ninth Workshop on the Semantics and Pragmatics of Dialogue (SEMDIAL), DIALOR'05.
4. J. Henderson, O. Lemon, and K. Georgila. 2005. Hybrid Reinforcement/Supervised Learning for Dialogue Policies from COMMUNICATOR data. In IJCAI workshop on Knowledge and Reasoning in Practical Dialogue Systems.
5. O. Lemon, K. Georgila, J. Henderson, M. Gabsdil, I. Meza-Ruiz, and S. Young. 2005. D4.1: Integration of Learning and Adaptivity with the ISU approach. Technical report, TALK Project.
6. D. Litman, M. Kearns, S. Singh, and M. Walker. 2000. Automatic optimization of dialogue management. In Proc. COLING.
7. M. Stuttle, J. Williams, and S. Young. 2004. A framework for dialog systems data collection using a simulated ASR channel. In ICSLP 2004, Jeju, Korea.