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ESCIENCE
2005
IEEE
16 years 8 days ago
The GriddLeS Data Replication Service
The Grid provides infrastructure that allows an arbitrary application to be executed on a range of different computational resources. When input files are very large, or when faul...
Tim Ho, David Abramson
IAT
2005
IEEE
16 years 8 days ago
Self-Organizing Cognitive Agents and Reinforcement Learning in Multi-Agent Environment
This paper presents a self-organizing cognitive architecture, known as TD-FALCON, that learns to function through its interaction with the environment. TD-FALCON learns the value ...
Ah-Hwee Tan, Dan Xiao
ICRA
2005
IEEE
91views Robotics» more  ICRA 2005»
16 years 7 days ago
Learning to Steer on Winding Tracks Using Semi-Parametric Control Policies
— We present a semi-parametric control policy representation and use it to solve a series of nonholonomic control problems with input state spaces of up to 7 dimensions. A neares...
Kenneth Robert Alton, Michiel van de Panne
IPPS
2005
IEEE
16 years 7 days ago
Automated Analysis of Memory Access Behavior
Abstract— We developed an automated environment to measure the memory access behavior of applications on high performance clusters. Code optimization for processor caches is cruc...
Michael Gerndt, Tianchao Li
GECCO
2005
Springer
141views Optimization» more  GECCO 2005»
16 years 5 days ago
Local and global order 3/2 convergence of a surrogate evolutionary algorithm
A Quasi-Monte-Carlo method based on the computation of a surrogate model of the fitness function is proposed, and its convergence at super-linear rate 3/2 is proved under rather ...
Anne Auger, Marc Schoenauer, Olivier Teytaud