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» General Game Learning Using Knowledge Transfer
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ICML
2010
IEEE
13 years 9 months ago
OTL: A Framework of Online Transfer Learning
In this paper, we investigate a new machine learning framework called Online Transfer Learning (OTL) that aims to transfer knowledge from some source domain to an online learning ...
Peilin Zhao, Steven C. H. Hoi
HICSS
2003
IEEE
152views Biometrics» more  HICSS 2003»
14 years 1 months ago
Advanced Technology and Knowledge Transfer
This paper reports on a specific food and agribusiness industry project, employing new technological capabilities to better transfer expert knowledge. Knowledge transfer and techn...
Geetanjali Tandon, Steven T. Sonka
TARK
2007
Springer
14 years 2 months ago
Generalized solution concepts in games with possibly unaware players
Most work in game theory assumes that players are perfect reasoners and have common knowledge of all significant aspects of the game. In earlier work [Halpern and Rˆego 2006], w...
Leandro Chaves Rêgo, Joseph Y. Halpern
GECCO
2004
Springer
106views Optimization» more  GECCO 2004»
14 years 1 months ago
Run Transferable Libraries - Learning Functional Bias in Problem Domains
Abstract. This paper introduces the notion of Run Transferable Libraries, a mechanism to pass knowledge acquired in one GP run to another. We demonstrate that a system using these ...
Maarten Keijzer, Conor Ryan, Mike Cattolico
CVPR
2012
IEEE
11 years 10 months ago
Large-scale knowledge transfer for object localization in ImageNet
ImageNet is a large-scale database of object classes with millions of images. Unfortunately only a small fraction of them is manually annotated with bounding-boxes. This prevents ...
Matthieu Guillaumin, Vittorio Ferrari