1131 search results - page 77 / 227 » Generalization Improvement in Multi-Objective Learning |
100
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IJCAI
2003
15 years 1 months ago
2003
We present an approximate policy iteration algorithm that uses rollouts to estimate the value of each action under a given policy in a subset of states and a classifier to general...
120
Voted
AAAI
2012
13 years 2 months ago
2012
Planning is vital to a wide range of domains, including robotics, military strategy, logistics, itinerary generation and more, that both humans and computers find difficult. Col...
115
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ATAL
2008
Springer
15 years 2 months ago
2008
Springer
Future agent applications will increasingly represent human users autonomously or semi-autonomously in strategic interactions with similar entities. Hence, there is a growing need...
100
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GECCO
2008
Springer
15 years 1 months ago
2008
Springer
This paper focuses on the study of the behavior of a genetic algorithm based classifier system, the Adapted Pittsburgh Classifier System (A.P.C.S), on maze type environments con...
100
Voted
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
Current methods for learning visual categories work well when a large amount of labeled data is available, but can run into severe difficulties when the number of labeled examples...