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LION
2007
Springer
192views Optimization» more  LION 2007»
15 years 3 months ago
Learning While Optimizing an Unknown Fitness Surface
This paper is about Reinforcement Learning (RL) applied to online parameter tuning in Stochastic Local Search (SLS) methods. In particular a novel application of RL is considered i...
Roberto Battiti, Mauro Brunato, Paolo Campigotto
TIT
1998
99views more  TIT 1998»
14 years 9 months ago
Information-Theoretic Image Formation
—The emergent role of information theory in image formation is surveyed. Unlike the subject of information-theoretic communication theory, information-theoretic imaging is far fr...
Joseph A. O'Sullivan, Richard E. Blahut, Donald L....
ICRA
2009
IEEE
142views Robotics» more  ICRA 2009»
15 years 4 months ago
Optimal coverage for multiple hovering robots with downward facing cameras
— This paper presents a distributed control strategy for deploying hovering robots with multiple downward facing cameras to collectively monitor an environment. Information per p...
Mac Schwager, Brian J. Julian, Daniela Rus
GECCO
2008
Springer
144views Optimization» more  GECCO 2008»
14 years 10 months ago
Maintaining diversity through adaptive selection, crossover and mutation
This paper presents an Adaptive Genetic Algorithm (AGA) where selection pressure, crossover and mutation probabilities are adapted according to population diversity statistics. Th...
Brian McGinley, Fearghal Morgan, Colm O'Riordan
ISCC
2000
IEEE
15 years 1 months ago
IsoWAN: A NASA Science and Engineering Information and Services Framework
We believe that the next evolutionary step in supporting wide-area application and services delivery to customers is a network framework that provides for collocation of applicati...
David J. Korsmeyer, Edward T. Chow, Michael P. Con...