Fast reinforcement learning of dialog strategies

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 2, Issue , 2000, Pages 1233-1236

  Goddeau, David ^a   Pineau, Joelle ^a  

^a HEWLETT PACKARD COMPANY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MARKOV PROCESSES; PERSONNEL TRAINING; SIGNAL PROCESSING; SPEECH RECOGNITION; ALGORITHMS; COMPUTER SIMULATION; DECISION THEORY; DYNAMIC PROGRAMMING; ERRORS; LEARNING SYSTEMS; PROBABILITY; SPEECH TRANSMISSION;

CRITICAL COMPONENT; DIALOG MANAGEMENT; MARKOV DECISION PROCESSES; OPTIMAL STRATEGIES; REALISTIC APPLICATIONS; SPOKEN LANGUAGES; TWO DIRECTIONS;

REINFORCEMENT LEARNING; SPEECH RECOGNITION;

DIALOG STRATEGY; MARKOV DECISION PROCESSES; REINFORCEMENT LEARNING;

EID: 0033677177     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2000.859189     Document Type: Conference Paper

References (4)

1. E. Levin, R. Pieraccini, "A stochastic model of computer-human interaction for learning dialog strategies," in Proc. EUROSPEECH97, Rhodes, Greece, 1997.
2. E. Levin, R. Pieraccini, W. Eckert, "Using markov decision process for learning dialog strategies," in Proc. ICASSP, 1998.
3. R. Sutton, A. Barto, Reinforcement Learning: An Introduction. MIT Press, 1998.
4. M. Walker, J. Fromer, S. Narayanan, "Learning optimal dialog strategies: A case study of a spoken dialog agent for email," in Proc. ACL, 1998.