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ATAL
2007
Springer
14 years 1 months ago
Model-based function approximation in reinforcement learning
Reinforcement learning promises a generic method for adapting agents to arbitrary tasks in arbitrary stochastic environments, but applying it to new real-world problems remains di...
Nicholas K. Jong, Peter Stone
DSN
2009
IEEE
13 years 11 months ago
Efficient resource management on template-based web servers
The most commonly used request processing model in multithreaded web servers is thread-per-request, in which an individual thread is bound to serve each web request. However, with...
Eli Courtwright, Chuan Yue, Haining Wang
USENIX
2008
13 years 9 months ago
FlexVol: Flexible, Efficient File Volume Virtualization in WAFL
zation is a well-known method of abstracting physical resources and of separating the manipulation and use of logical resources from their underlying implementation. We have used ...
John K. Edwards, Daniel Ellard, Craig Everhart, Ro...
BMCBI
2008
169views more  BMCBI 2008»
13 years 7 months ago
A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification
Background: Cancer diagnosis and clinical outcome prediction are among the most important emerging applications of gene expression microarray technology with several molecular sig...
Alexander R. Statnikov, Lily Wang, Constantin F. A...
ISPASS
2007
IEEE
14 years 1 months ago
A Comparison of Two Approaches to Parallel Simulation of Multiprocessors
— The design trend towards CMPs has made the simulation of multiprocessor systems a necessity and has also made multiprocessor systems widely available. While a serial multiproce...
Andrew Over, Bill Clarke, Peter E. Strazdins