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114
Voted
CEC
2010
IEEE
15 years 2 months ago
2010
IEEE
— The scaling properties of multimodal optimization methods have seldom been studied, and existing studies often concentrated on the idea that all local optima of a multimodal fu...
117
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AI
2008
Springer
15 years 2 months ago
2008
Springer
The current best conformant probabilistic planners encode the problem as a bounded length CSP or SAT problem. While these approaches can find optimal solutions for given plan leng...
108
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AI
2008
Springer
15 years 2 months ago
2008
Springer
It is well known that classical set theory is not expressive enough to adequately model categorization and prototype theory. Recent work on compositionality and concept determinat...
112
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AAMAS
2006
Springer
15 years 2 months ago
2006
Springer
In many dynamic open systems, agents have to interact with one another to achieve their goals. Here, agents may be self-interested and when trusted to perform an action for another...
120
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AMAI
2006
Springer
15 years 2 months ago
2006
Springer
A weakness of classical Markov decision processes (MDPs) is that they scale very poorly due to the flat state-space representation. Factored MDPs address this representational pro...