10054 search results - page 258 / 2011 » On the Complexity of Function Learning |
142
Voted
JAIR
2002
15 years 3 months ago
2002
We develop, analyze, and evaluate a novel, supervised, specific-to-general learner for a simple temporal logic and use the resulting algorithm to learn visual event definitions fr...
126
Voted
ISORC
2006
IEEE
15 years 9 months ago
2006
IEEE
Embedded real-time systems are becoming increasingly complex due to ever increasing size and functionality so that complexity management is of growing importance, especially in de...
141
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RSKT
2009
Springer
15 years 10 months ago
2009
Springer
A game-theoretic approach for learning optimal parameter values for probabilistic rough set regions is presented. The parameters can be used to define approximation regions in a p...
121
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ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
We present a novel Bayesian approach to the problem of value function estimation in continuous state spaces. We define a probabilistic generative model for the value function by i...
160
Voted
IAT
2005
IEEE
15 years 9 months ago
2005
IEEE
This paper presents a self-organizing cognitive architecture, known as TD-FALCON, that learns to function through its interaction with the environment. TD-FALCON learns the value ...