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» Experimental comparison of control architectures
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ECML
2005
Springer
14 years 2 months ago
Natural Actor-Critic
This paper investigates a novel model-free reinforcement learning architecture, the Natural Actor-Critic. The actor updates are based on stochastic policy gradients employing Amari...
Jan Peters, Sethu Vijayakumar, Stefan Schaal
HICSS
2003
IEEE
118views Biometrics» more  HICSS 2003»
14 years 2 months ago
On-Line Intrusion Detection and Attack Prevention Using Diversity, Generate-and-Test, and Generalization
We have built a system for protecting Internet services to securely connected, known users. It implements a generate-and-test approach for on-line attack identification and uses s...
James C. Reynolds, James E. Just, Larry A. Clough,...
DATE
2010
IEEE
182views Hardware» more  DATE 2010»
14 years 2 months ago
DAGS: Distribution agnostic sequential Monte Carlo scheme for task execution time estimation
This paper addresses the problem of stochastic task execution time estimation agnostic to the process distributions. The proposed method is orthogonal to the application structure ...
Nabeel Iqbal, M. A. Siddique, Jörg Henkel
NOMS
2000
IEEE
101views Communications» more  NOMS 2000»
14 years 1 months ago
Using mobile agents for network performance management
Mobile agent frameworks have attracted a lot of attention in recent years, seen as counterparts of static distributed object frameworks but allowing also for object or agent mobil...
Christos Bohoris, George Pavlou, Haitham S. Cruick...
PPL
2008
264views more  PPL 2008»
13 years 9 months ago
A Performance Evaluation of the Nehalem Quad-Core Processor for Scientific Computing
In this work we present an initial performance evaluation of Intel's latest, secondgeneration quad-core processor, Nehalem, and provide a comparison to first-generation AMD a...
Kevin J. Barker, Kei Davis, Adolfy Hoisie, Darren ...