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» Applications of PCF Theory
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AI
2002
Springer
15 years 3 months ago
Multiagent learning using a variable learning rate
Learning to act in a multiagent environment is a difficult problem since the normal definition of an optimal policy no longer applies. The optimal policy at any moment depends on ...
Michael H. Bowling, Manuela M. Veloso
134
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AI
2002
Springer
15 years 3 months ago
Learning Bayesian networks from data: An information-theory based approach
This paper provides algorithms that use an information-theoretic analysis to learn Bayesian network structures from data. Based on our three-phase learning framework, we develop e...
Jie Cheng, Russell Greiner, Jonathan Kelly, David ...
138
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AROBOTS
2002
93views more  AROBOTS 2002»
15 years 3 months ago
Mathematical Model of Foraging in a Group of Robots: Effect of Interference
Abstract. In multi-robot applications, such as foraging or collection tasks, interference, which results from competition for space between spatially extended robots, can significa...
Kristina Lerman, Aram Galstyan
110
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AUTOMATICA
2004
47views more  AUTOMATICA 2004»
15 years 3 months ago
Multi-input digital frequency stabilization of monolithic lasers
A digital control application for the frequency stabilization of optical frequency standards is presented. The standard employed is a monolithic neodymium in yttrium aluminum garn...
Enrico S. Canuto, Andrea Rolino
140
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CCE
2004
15 years 3 months ago
Stochastic maximum principle for optimal control under uncertainty
Optimal control problems involve the difficult task of determining time-varying profiles through dynamic optimization. Such problems become even more complex in practical situatio...
Vicente Rico-Ramírez, Urmila M. Diwekar