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MFCS
2010
Springer
14 years 11 months ago
Qualitative Analysis of Partially-Observable Markov Decision Processes
We study observation-based strategies for partially-observable Markov decision processes (POMDPs) with parity objectives. An observationbased strategy relies on partial information...
Krishnendu Chatterjee, Laurent Doyen, Thomas A. He...
CSL
2007
Springer
15 years 13 days ago
Partially observable Markov decision processes for spoken dialog systems
In a spoken dialog system, determining which action a machine should take in a given situation is a difficult problem because automatic speech recognition is unreliable and hence ...
Jason D. Williams, Steve Young
160
Voted
PAMI
2007
186views more  PAMI 2007»
14 years 12 months ago
Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes
—This paper presents a method for learning decision theoretic models of human behaviors from video data. Our system learns relationships between the movements of a person, the co...
Jesse Hoey, James J. Little
91
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ICML
2006
IEEE
16 years 1 months ago
Region-based value iteration for partially observable Markov decision processes
Hui Li, Xuejun Liao, Lawrence Carin