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AAAI
2006
15 years 2 months ago
Value-Function-Based Transfer for Reinforcement Learning Using Structure Mapping
Transfer learning concerns applying knowledge learned in one task (the source) to improve learning another related task (the target). In this paper, we use structure mapping, a ps...
Yaxin Liu, Peter Stone
84
Voted
GMP
2008
IEEE
113views Solid Modeling» more  GMP 2008»
15 years 7 months ago
Note on Industrial Applications of Hu's Surface Extension Algorithm
Abstract. An important surface modeling problem in CAD is to connect two disjoint B-spline patches with the second-order geometric continuity. In this paper we present a study to s...
Yu Zang, Yong-Jin Liu, Yu-Kun Lai
139
Voted
CVPR
2008
IEEE
15 years 7 months ago
Manifold-Manifold Distance with application to face recognition based on image set
In this paper, we address the problem of classifying image sets, each of which contains images belonging to the same class but covering large variations in, for instance, viewpoin...
Ruiping Wang, Shiguang Shan, Xilin Chen, Wen Gao
JMLR
2012
13 years 3 months ago
Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation
This paper considers additive factorial hidden Markov models, an extension to HMMs where the state factors into multiple independent chains, and the output is an additive function...
J. Zico Kolter, Tommi Jaakkola
89
Voted
IUI
2004
ACM
15 years 6 months ago
What would they think?: a computational model of attitudes
A key to improving at any task is frequent feedback from people whose opinions we care about: our family, friends, mentors, and the experts. However, such input is not usually ava...
Hugo Liu, Pattie Maes