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JMLR
2008
83views more  JMLR 2008»
13 years 11 months ago
Generalization from Observed to Unobserved Features by Clustering
We argue that when objects are characterized by many attributes, clustering them on the basis of a random subset of these attributes can capture information on the unobserved attr...
Eyal Krupka, Naftali Tishby
SIAMAM
2008
69views more  SIAMAM 2008»
13 years 11 months ago
Traveling Waves and Shocks in a Viscoelastic Generalization of Burgers' Equation
We consider traveling wave phenomena for a viscoelastic generalization of Burgers' equation. For asymptotically constant velocity profiles we find three classes of solutions c...
Victor Camacho, Robert D. Guy, Jon Jacobsen
ICML
2010
IEEE
14 years 2 days ago
Generalizing Apprenticeship Learning across Hypothesis Classes
This paper develops a generalized apprenticeship learning protocol for reinforcementlearning agents with access to a teacher who provides policy traces (transition and reward obse...
Thomas J. Walsh, Kaushik Subramanian, Michael L. L...
ICPR
2004
IEEE
15 years 3 days ago
Periodic Nonlinear Principal Component Neural Networks for Humanoid Motion Segmentation, Generalization, and Generation
In an experiment with a soccer playing robot, periodic temporally-constrained nonlinear principal component neural networks (NLPCNNs) are shown to characterize humanoid motion eff...
Karl F. MacDorman, Rawichote Chalodhorn, Minoru As...
AIPS
2003
14 years 12 days ago
Quality and Utility - Towards a Generalization of Deadline and Anytime Scheduling
Scheduling algorithms for real-time systems can be characterized in various ways, one of the most important ones of which is the underlying task model. Many concepts of real-time ...
Thomas Schwarzfischer