83 search results - page 7 / 17 » Building efficient partial plans using Markov decision proce... |
FLAIRS
2008
15 years 2 months ago
2008
We are interested in building decision-support software for social welfare case managers. Our model in the form of a factored Markov decision process is so complex that a standard...
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TCGOV
2005
Springer
15 years 5 months ago
2005
Springer
Growing complexity of the data and processes to be managed, as well as the transition from strict governmental regulation towards autonomy make academic institutions a significant ...
JAIR
2006
14 years 11 months ago
2006
The Partially Observable Markov Decision Process has long been recognized as a rich framework for real-world planning and control problems, especially in robotics. However exact s...
AAAI
2010
15 years 1 months ago
2010
Relational Markov Decision Processes (MDP) are a useraction for stochastic planning problems since one can develop abstract solutions for them that are independent of domain size ...
JAIR
2008
14 years 11 months ago
2008
Partially Observable Markov Decision Processes (POMDPs) provide a rich framework for sequential decision-making under uncertainty in stochastic domains. However, solving a POMDP i...