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ICML
2005
IEEE
16 years 5 months ago
Bayesian sparse sampling for on-line reward optimization
We present an efficient "sparse sampling" technique for approximating Bayes optimal decision making in reinforcement learning, addressing the well known exploration vers...
Tao Wang, Daniel J. Lizotte, Michael H. Bowling, D...
WWW
2004
ACM
16 years 4 months ago
Distributed community crawling
The massive distribution of the crawling task can lead to inefficient exploration of the same portion of the Web. We propose a technique to guide crawlers exploration based on the...
Fabrizio Costa, Paolo Frasconi
ICCS
2007
Springer
15 years 10 months ago
Validating Evolving Simulations in COERCE
We seek to increase user confidence in simulations as they are adapted to meet new requirements. Our approach includes formal representation of uncertainty, lightweight validation,...
Paul F. Reynolds Jr., Michael Spiegel, Xinyu Liu, ...
DATE
2003
IEEE
118views Hardware» more  DATE 2003»
15 years 9 months ago
Multi-Granularity Metrics for the Era of Strongly Personalized SOCs
This paper details the first step of the Design Trotter framework for design space exploration applied to dedicated SOCs. The aim of this step is to provide metrics in order to gu...
Yannick Le Moullec, Nahla Ben Amor, Jean-Philippe ...
SBCCI
2003
ACM
135views VLSI» more  SBCCI 2003»
15 years 9 months ago
Modeling a Reconfigurable System for Computing the FFT in Place via Rewriting-Logic
The growing adoption of reconfigurable architectures opens new implementation alternatives and creates new design challenges. In the case of dynamically reconfigurable architectur...
Mauricio Ayala-Rincón, Rodrigo B. Nogueira,...