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141
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AI
1998
Springer
15 years 1 months ago
1998
Springer
In this paper, we address the tradeo between exploration and exploitation for agents which need to learn more about the structure of their environment in order to perform more e e...
109
Voted
CEC
2010
IEEE
15 years 25 days ago
2010
IEEE
Abstract— We present a unifying framework for continuous optimization and sampling. This framework is based on Gaussian Adaptation (GaA), a search heuristic developed in the late...
124
Voted
JELIA
2010
Springer
15 years 10 days ago
2010
Springer
Stable belief sets were introduced by R. Stalnaker in the early ’80s, as a formal representation of the epistemic state for an ideal introspective agent. This notion motivated M...
103
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CEC
2010
IEEE
14 years 12 months ago
2010
IEEE
Abstract-- We present a case study demonstrating that using the REVAC parameter tuning method we can greatly improve the `world champion' EA (the winner of the CEC2005 competi...
220
Voted
AIEDAM
2011
14 years 9 months ago
2011
In familiar design domains, expert designers are able to quickly focus on “good designs”, based on constraints they have learned while exploring the design space. This ability ...