423 search results - page 5 / 85 » Multi-objective Model Checking of Markov Decision Processes |
QEST
2006
IEEE
15 years 7 months ago
2006
IEEE
110
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MDAI
2005
Springer
15 years 6 months ago
2005
Springer
We formulate a fuzzy perceptive model for Markov decision processes with discounted payoff in which the perception for transition probabilities is described by fuzzy sets. Our aim...
102
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
Markov decision processes are an effective tool in modeling decision-making in uncertain dynamic environments. Since the parameters of these models are typically estimated from da...
119
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ARTMED
2000
15 years 1 months ago
2000
Diagnosis of a disease and its treatment are not separate, one-shot activities. Instead, they are very often dependent and interleaved over time. This is mostly due to uncertainty...
116
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IJCAI
2007
15 years 2 months ago
2007
A key problem in reinforcement learning is finding a good balance between the need to explore the environment and the need to gain rewards by exploiting existing knowledge. Much ...