2100 search results - page 136 / 420 » Observation Can Be as Effective as Action in Problem Solving |
211
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ATAL
2005
Springer
15 years 12 months ago
2005
Springer
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
187
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AIPS
2009
15 years 7 months ago
2009
We define the robustness of a sequential plan as the probability that it will execute successfully despite uncertainty in the execution environment. We consider a rich notion of u...
187
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GECCO
2008
Springer
15 years 7 months ago
2008
Springer
Bush fires cause major damage each year in many areas of the world and the earlier that they can be detected the easier it is to minimize this damage. This paper describes a coll...
196
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AAAI
2006
15 years 7 months ago
2006
DTGolog, a decision-theoretic agent programming language based on the situation calculus, was proposed to ease some of the computational difficulties associated with Markov Decisi...
193
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DSN
2006
IEEE
15 years 10 months ago
2006
IEEE
Distributed sensor networks are highly prone to accidental errors and malicious activities, owing to their limited resources and tight interaction with the environment. Yet only a...