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WSC
1998
14 years 11 months ago
Use of Simulation in Optimization of Maintenance Policies
Selecting an optimum maintenance policy independent of other parameters of the production system does not always yield the overall optimum operating conditions. For instance, high...
Farhad Azadivar, J. Victor Shu
GECCO
2010
Springer
153views Optimization» more  GECCO 2010»
15 years 28 days ago
Multi-task evolutionary shaping without pre-specified representations
Shaping functions can be used in multi-task reinforcement learning (RL) to incorporate knowledge from previously experienced tasks to speed up learning on a new task. So far, rese...
Matthijs Snel, Shimon Whiteson
IPPS
2007
IEEE
15 years 3 months ago
Scalable, Distributed, Dynamic Resource Management for the ARMS Distributed Real-Time Embedded System
We present a scalable, hierarchical control system for the dynamic resource management of a distributed real-time embedded (DRE) system. This DRE is inspired by the DARPA Adaptive...
Kurt Rohloff, Yarom Gabay, Jianming Ye, Richard E....
96
Voted
LREC
2010
157views Education» more  LREC 2010»
14 years 11 months ago
Is Sentiment a Property of Synsets? Evaluating Resources for Sentiment Classification using Machine Learning
Existing approaches to classifying documents by sentiment include machine learning with features created from n-grams and part of speech. This paper explores a different approach ...
Aleksander Wawer
71
Voted
MICRO
2002
IEEE
114views Hardware» more  MICRO 2002»
15 years 2 months ago
Characterizing and predicting value degree of use
A value’s degree of use—the number of dynamic uses of that value—provides the most essential information needed to optimize its communication. We present simulation results ...
J. Adam Butts, Gurindar S. Sohi