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» Near-Bayesian exploration in polynomial time
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ICCAD
2008
IEEE
105views Hardware» more  ICCAD 2008»
15 years 10 months ago
Parameterized transient thermal behavioral modeling for chip multiprocessors
In this paper, we propose a new architecture-level parameterized transient thermal behavioral modeling algorithm for emerging thermal related design and optimization problems for ...
Duo Li, Sheldon X.-D. Tan, Eduardo H. Pacheco, Mur...
IPPS
2009
IEEE
15 years 8 months ago
On the complexity of mapping pipelined filtering services on heterogeneous platforms
In this paper, we explore the problem of mapping filtering services on large-scale heterogeneous platforms. Two important optimization criteria should be considered in such a fra...
Anne Benoit, Fanny Dufossé, Yves Robert
ALT
2007
Springer
15 years 10 months ago
Tuning Bandit Algorithms in Stochastic Environments
Algorithms based on upper-confidence bounds for balancing exploration and exploitation are gaining popularity since they are easy to implement, efficient and effective. In this p...
Jean-Yves Audibert, Rémi Munos, Csaba Szepe...
ICML
2003
IEEE
15 years 6 months ago
The Influence of Reward on the Speed of Reinforcement Learning: An Analysis of Shaping
Shaping can be an effective method for improving the learning rate in reinforcement systems. Previously, shaping has been heuristically motivated and implemented. We provide a for...
Adam Laud, Gerald DeJong
INFOCOM
2003
IEEE
15 years 6 months ago
IP-Subnet Aware Routing in WDM Mesh Networks
Abstract— We explore the problem of routing bandwidth guaranteed paths in wavelength-routed, WDM optical mesh networks. A WDM mesh network offers great flexibility in dynamicall...
Swarup Acharya, Bhawna Gupta, Pankaj Risbood, Anur...