656 search results - page 64 / 132 » Complexity of finite-horizon Markov decision process problem... |
184
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JAIR
2006
15 years 6 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...
171
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ICMLA
2009
15 years 4 months ago
2009
In sequential decision making under uncertainty, as in many other modeling endeavors, researchers observe a dynamical system and collect data measuring its behavior over time. The...
180
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ATAL
2010
Springer
15 years 1 months ago
2010
Springer
The Affine ADD (AADD) is an extension of the Algebraic Decision Diagram (ADD) that compactly represents context-specific, additive and multiplicative structure in functions from a...
338
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ICAC
2009
IEEE
16 years 1 months ago
2009
IEEE
Increasingly, applications need to be able to self-reconfigure in response to changing requirements and environmental conditions. Autonomic computing has been proposed as a means...
190
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GECCO
2006
Springer
15 years 10 months ago
2006
Springer
Action set selection in Markov Decision Processes (MDPs) is an area of research that has received little attention. On the other hand, the set of actions available to an MDP agent...