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ATAL
2010
Springer
14 years 10 months ago
Linear options
Learning, planning, and representing knowledge in large state t multiple levels of temporal abstraction are key, long-standing challenges for building flexible autonomous agents. ...
Jonathan Sorg, Satinder P. Singh
CCGRID
2010
IEEE
14 years 10 months ago
A High-Level Interpreted MPI Library for Parallel Computing in Volunteer Environments
Idle desktops have been successfully used to run sequential and master-slave task parallel codes on a large scale in the context of volunteer computing. However, execution of messa...
Troy P. LeBlanc, Jaspal Subhlok, Edgar Gabriel
88
Voted
CIMAGING
2009
192views Hardware» more  CIMAGING 2009»
14 years 10 months ago
Compressive coded aperture imaging
Nonlinear image reconstruction based upon sparse representations of images has recently received widespread attention with the emerging framework of compressed sensing (CS). This ...
Roummel F. Marcia, Zachary T. Harmany, Rebecca Wil...
84
Voted
GECCO
2008
Springer
183views Optimization» more  GECCO 2008»
14 years 10 months ago
UMDAs for dynamic optimization problems
This paper investigates how the Univariate Marginal Distribution Algorithm (UMDA) behaves in non-stationary environments when engaging in sampling and selection strategies designe...
Carlos M. Fernandes, Cláudio F. Lima, Agost...
CVPR
2010
IEEE
14 years 9 months ago
High performance object detection by collaborative learning of Joint Ranking of Granules features
Object detection remains an important but challenging task in computer vision. We present a method that combines high accuracy with high efficiency. We adopt simplified forms of...
Chang Huang, Ramakant Nevatia