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FGR
2008
IEEE
192views Biometrics» more  FGR 2008»
15 years 4 days ago
Tracking a walking person using activity-guided annealed particle filtering
Tracking human pose using observations from less than three cameras is a challenging task due to ambiguity in the available image evidence. This work presents a method for trackin...
John Darby, Baihua Li, Nicholas Costen
CORR
2008
Springer
87views Education» more  CORR 2008»
14 years 11 months ago
Green Codes: Energy-Efficient Short-Range Communication
Abstract-- A green code attempts to minimize the total energy per-bit required to communicate across a noisy channel. The classical information-theoretic approach neglects the ener...
Pulkit Grover, Anant Sahai
CAD
2006
Springer
14 years 11 months ago
Towards mass customized interoperability
This paper describes an approach to interoperability in design projects that is based on computational agents customizing the representation of product data to individual design to...
Udo Kannengiesser, John S. Gero
CORR
2006
Springer
98views Education» more  CORR 2006»
14 years 11 months ago
Bayesian Regression of Piecewise Constant Functions
We derive an exact and efficient Bayesian regression algorithm for piecewise constant functions of unknown segment number, boundary location, and levels. It works for any noise an...
Marcus Hutter
ML
2008
ACM
152views Machine Learning» more  ML 2008»
14 years 11 months ago
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path
Abstract. We consider batch reinforcement learning problems in continuous space, expected total discounted-reward Markovian Decision Problems. As opposed to previous theoretical wo...
András Antos, Csaba Szepesvári, R&ea...