267 search results - page 44 / 54 » Qualitative Analysis of Partially-Observable Markov Decision... |
AAAI
2010
15 years 1 months ago
2010
Automatically constructing novel representations of tasks from analysis of state spaces is a longstanding fundamental challenge in AI. I review recent progress on this problem for...
117
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FSTTCS
2010
Springer
14 years 9 months ago
2010
Springer
We study the computational complexity of basic decision problems for one-counter simple stochastic games (OC-SSGs), under various objectives. OC-SSGs are 2-player turn-based stoch...
106
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HRI
2007
ACM
15 years 3 months ago
2007
ACM
Intelligent planning algorithms such as the Partially Observable Markov Decision Process (POMDP) have succeeded in dialog management applications [10, 11, 12] because of their rob...
120
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PROMAS
2004
Springer
15 years 5 months ago
2004
Springer
Distributed partially observable Markov decision problems (POMDPs) have emerged as a popular decision-theoretic approach for planning for multiagent teams, where it is imperative f...
115
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CSL
2010
Springer
14 years 11 months ago
2010
Springer
This paper describes a statistically motivated framework for performing real-time dialogue state updates and policy learning in a spoken dialogue system. The framework is based on...