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» Learning the required number of agents for complex tasks
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IPPS
1998
IEEE
14 years 2 days ago
An Efficient RMS Admission Control and Its Application to Multiprocessor Scheduling
A real-time system must execute functionally correct computations in a timely manner. In order to guarantee that all tasks accepted in the system will meet their timing requiremen...
Sylvain Lauzac, Rami G. Melhem, Daniel Mossé...
ESSMAC
2003
Springer
14 years 1 months ago
Analysis of Some Methods for Reduced Rank Gaussian Process Regression
Abstract. While there is strong motivation for using Gaussian Processes (GPs) due to their excellent performance in regression and classification problems, their computational com...
Joaquin Quiñonero Candela, Carl Edward Rasm...
ML
2006
ACM
143views Machine Learning» more  ML 2006»
13 years 7 months ago
Mathematical applications of inductive logic programming
The application of Inductive Logic Programming to scientific datasets has been highly successful. Such applications have led to breakthroughs in the domain of interest and have dri...
Simon Colton, Stephen Muggleton
IROS
2007
IEEE
128views Robotics» more  IROS 2007»
14 years 2 months ago
Exploiting similarities for robot perception
— A cognitive robot system has to acquire and efficiently store vast knowledge about the world it operates in. To cope with every day tasks, a robot needs to learn, classify and...
Kai Welke, Erhan Oztop, Gordon Cheng, Rüdiger...
CLUSTER
2002
IEEE
13 years 7 months ago
PHOENIX: A Self Adaptable Monitoring Platform for Cluster Management
Distributed systems based on cluster of workstation are more and more difficult to manage due to the increasing number of processors involved, and the complexity of associated appl...
Céline Boutrous-Saab, Xavier Bonnaire, Bert...