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113
Voted
CDC
2008
IEEE
206views Control Systems» more  CDC 2008»
15 years 7 months ago
Approximate dynamic programming using support vector regression
— This paper presents a new approximate policy iteration algorithm based on support vector regression (SVR). It provides an overview of commonly used cost approximation architect...
Brett Bethke, Jonathan P. How, Asuman E. Ozdaglar
IPPS
2006
IEEE
15 years 6 months ago
Algorithmic skeletons for stream programming in embedded heterogeneous parallel image processing applications
Algorithmic skeletons can be used to write architecture independent programs, shielding application developers from the details of a parallel implementation. In this paper, we pre...
Wouter Caarls, Pieter P. Jonker, Henk Corporaal
122
Voted
ICAC
2008
IEEE
15 years 7 months ago
Utility-Based Reinforcement Learning for Reactive Grids
—Large scale production grids are an important case for autonomic computing. They follow a mutualization paradigm: decision-making (human or automatic) is distributed and largely...
Julien Perez, Cécile Germain-Renaud, Bal&aa...
93
Voted
ICDCSW
2002
IEEE
15 years 5 months ago
Taxonomy of Distributed Event-Based Programming Systems
Event-based middleware is currently being applied for application component integration in a range of application domains. As a result, a variety of event services have been propo...
René Meier, Vinny Cahill
113
Voted
FCCM
2006
IEEE
106views VLSI» more  FCCM 2006»
15 years 6 months ago
Scalable Hardware Architecture for Real-Time Dynamic Programming Applications
Abstract— This paper introduces a novel architecture for performing the core computations required by dynamic programming (DP) techniques. The latter pertain to a vast range of a...
Brad Matthews, Itamar Elhanany