508 search results - page 14 / 102 » Learning for stochastic dynamic programming |
JAIR
2007
15 years 1 months ago
2007
In this article, we work towards the goal of developing agents that can learn to act in complex worlds. We develop a a new probabilistic planning rule representation to compactly ...
158
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ICLA
2011
Springer
14 years 5 months ago
2011
Springer
We propose a probabilistic interpretation of Propositional Dynamic Logic (PDL). We show that logical and behavioral equivalence are equivalent over general measurable spaces. This...
151
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DAC
2000
ACM
16 years 2 months ago
2000
ACM
In this paper, we introduce a new technique for modeling and solving the dynamic power management (DPM) problem for systems with complex behavioral characteristics such as concurr...
167
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JMLR
2010
14 years 8 months ago
2010
With the goal to generate more scalable algorithms with higher efficiency and fewer open parameters, reinforcement learning (RL) has recently moved towards combining classical tec...
100
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GRID
2004
Springer
15 years 7 months ago
2004
Springer
We introduce a formal model for deployment and hosting of a dynamic grid service wherein the service provider must pay a resource provider for the use of computational resources. ...