829 search results - page 51 / 166 » A time aggregation approach to Markov decision processes |
190
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AAAI
1996
15 years 7 months ago
1996
Markov decision processes (MDPs) are a very popular tool for decision theoretic planning (DTP), partly because of the welldeveloped, expressive theory that includes effective solu...
197
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DIALM
2000
ACM
15 years 10 months ago
2000
ACM
The allocation of scarce spectral resources to support as many user applications as possible while maintaining reasonable quality of service is a fundamental problem in wireless c...
180
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ICDE
2010
IEEE
16 years 1 months ago
2010
IEEE
— To cope with bursty arrivals of high-volume data, a DSMS has to shed load while minimizing the degradation of Quality of Service (QoS). In this paper, we show that this problem...
150
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FLAIRS
2008
15 years 8 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...
166
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ATAL
2009
Springer
16 years 21 days ago
2009
Springer
One of the key problems in reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large or even continuous Markov decision processes (...