777 search results - page 36 / 156 » Learning dynamic algorithm portfolios |
100
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INFOCOM
2010
IEEE
15 years 27 days ago
2010
IEEE
Abstract—We consider multiuser scheduling in wireless networks with channel variations and flow-level dynamics. Recently, it has been shown that the MaxWeight algorithm, which i...
151
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ATAL
2007
Springer
15 years 6 months ago
2007
Springer
The dominant existing routing strategies employed in peerto-peer(P2P) based information retrieval(IR) systems are similarity-based approaches. In these approaches, agents depend o...
116
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ECAL
2005
Springer
15 years 8 months ago
2005
Springer
An evolutionary reinforcement-learning algorithm, the operation of which was not associated with an optimality condition, was instantiated in an artificial organism. The algorithm ...
124
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KDD
1998
ACM
15 years 6 months ago
1998
ACM
This paper develops the concept of usefulness in the context of supervised learning. We argue that usefulness can be used to improve the performance of classification rules (as me...
122
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NIPS
2008
15 years 3 months ago
2008
Many motor skills in humanoid robotics can be learned using parametrized motor primitives as done in imitation learning. However, most interesting motor learning problems are high...