2820 search results - page 80 / 564 » Learning from Scarce Experience |
ECML
2006
Springer
15 years 3 months ago
2006
Springer
This work proposes a new approach to the retrieval of images from text queries. Contrasting with previous work, this method relies on a discriminative model: the parameters are sel...
113
click to vote
ECCV
2004
Springer
16 years 1 months ago
2004
Springer
Abstract. We present a method for learning feature descriptors using multiple images, motivated by the problems of mobile robot navigation and localization. The technique uses the ...
107
click to vote
ALDT
2009
Springer
15 years 6 months ago
2009
Springer
We present an anytime multiagent learning approach to satisfy any given optimality criterion in repeated game self-play. Our approach is opposed to classical learning approaches fo...
ECAI
2008
Springer
15 years 1 months ago
2008
Springer
This paper proposes an approach that enables agents to teach each other concepts from their ontologies using examples. Unlike other concept learning approaches, our approach enable...
112
click to vote
ICML
2007
IEEE
16 years 21 days ago
2007
IEEE
A typical goal for transfer learning algorithms is to utilize knowledge gained in a source task to learn a target task faster. Recently introduced transfer methods in reinforcemen...