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» Efficient Reinforcement Learning
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159
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NIPS
1992
15 years 4 months ago
Explanation-Based Neural Network Learning for Robot Control
How can artificial neural nets generalize better from fewer examples? In order to generalize successfully, neural network learning methods typically require large training data se...
Tom M. Mitchell, Sebastian Thrun
140
Voted
AAMAS
2002
Springer
15 years 3 months ago
Cooperative Learning Using Advice Exchange
Abstract. One of the main questions concerning learning in a Multi-Agent System's environment is: "(How) can agents benefit from mutual interaction during the learning pr...
Luís Nunes, Eugenio Oliveira
137
Voted
CIVR
2006
Springer
201views Image Analysis» more  CIVR 2006»
15 years 7 months ago
Efficient Margin-Based Rank Learning Algorithms for Information Retrieval
Learning a good ranking function plays a key role for many applications including the task of (multimedia) information retrieval. While there are a few rank learning methods availa...
Rong Yan, Alexander G. Hauptmann
113
Voted
BLISS
2007
IEEE
15 years 10 months ago
An Improved Particle Swarm Optimization Algorithm for Power-Efficient Wireless Sensor Networks
Erfu Yang, Ahmet T. Erdogan, Tughrul Arslan, Nick ...
89
Voted
COLT
2003
Springer
15 years 9 months ago
Efficient Algorithms for Online Decision Problems
Adam Kalai, Santosh Vempala