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ECML
2005
Springer
15 years 10 months ago
Model-Based Online Learning of POMDPs
Abstract. Learning to act in an unknown partially observable domain is a difficult variant of the reinforcement learning paradigm. Research in the area has focused on model-free m...
Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony
141
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ARCS
2004
Springer
15 years 10 months ago
Heterogenous Data Fusion via a Probabilistic Latent-Variable Model
In a pervasive computing environment, one is facing the problem of handling heterogeneous data from different sources, transmitted over heterogeneous channels and presented on het...
Kai Yu, Volker Tresp
CAAN
2004
Springer
15 years 10 months ago
Bandwidth Allocation in Networks: A Single Dual Update Subroutine for Multiple Objectives
We study the bandwidth allocation problem Maximize U(x), subject to Ax ≤ c; x ≥ 0 where U is a utility function, x is a bandwidth allocation vector, and Ax ≤ c represent the...
Sung-woo Cho, Ashish Goel
CGI
2003
IEEE
15 years 10 months ago
Modeling lobed leaves
In contrast to the extensively researched modeling of plant architecture, the modeling of plant organs largely remains an open problem. In this paper, we propose a method for mode...
Lars Mündermann, Peter MacMurchy, Juraj Pivov...
ICCV
2003
IEEE
15 years 10 months ago
Meshfree Particle Method
Many of the computer vision algorithms have been posed in various forms of differential equations, derived from minimization of specific energy functionals, and the finite eleme...
Huafeng Liu, Pengcheng Shi
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