Effects of user modeling on POMDP-based dialogue systems

Planning and acting in partially observable stochastic domains

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Computing, Autonomous Systems, Mathematics +12

Partially observable Markov decision processes for spoken dialog systems

J. D. Williams, Steve Young · Computer Speech & Language · 2006 · 882 citations

Computing, Computer Science, Computer Systems +14

A stochastic model of human-machine interaction for learning dialog strategies

Esther Levin, Roberto Pieraccini, Wieland Eckert · IEEE Transactions on Speech and Audio Processing · 2000 · 523 citations

Computing, Computer Science, Machine Learning +14

SPUDD: Stochastic Planning using Decision Diagrams

Jesse Hoey, Robert St‐Aubin, Alan J. Hu et al. · arXiv (Cornell University) · 2013 · 394 citations · Full text

Business, Decision Sciences, Decision Making +11

Anytime Point-Based Approximations for Large POMDPs

Joëlle Pineau, Geoff Gordon, Sebastian Thrun · Journal of Artificial Intelligence Research · 2006 · 374 citations · Full text

Business, Computer Science, Decision Theory +8