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ATAL
2008
Springer
15 years 6 months ago
Reinforcement learning for DEC-MDPs with changing action sets and partially ordered dependencies
Decentralized Markov decision processes are frequently used to model cooperative multi-agent systems. In this paper, we identify a subclass of general DEC-MDPs that features regul...
Thomas Gabel, Martin A. Riedmiller
FAST
2011
14 years 7 months ago
Exploiting Half-Wits: Smarter Storage for Low-Power Devices
This work analyzes the stochastic behavior of writing to embedded flash memory at voltages lower than recommended by a microcontroller’s specifications to reduce energy consum...
Mastooreh Salajegheh, Yue Wang, Kevin Fu, Anxiao J...
ESANN
2007
15 years 5 months ago
How to process uncertainty in machine learning?
Uncertainty is a popular phenomenon in machine learning and a variety of methods to model uncertainty at different levels has been developed. The aim of this paper is to motivate ...
Barbara Hammer, Thomas Villmann
SIGMETRICS
2010
ACM
227views Hardware» more  SIGMETRICS 2010»
15 years 9 months ago
Characterizing and modeling user activity on smartphones: summary
In this paper, we present a comprehensive analysis of real smartphone usage during a 6-month study of real user activity on the Android G1 smartphone. Our goal is to study the hig...
Alex Shye, Benjamin Scholbrock, Gokhan Memik, Pete...
DAC
1997
ACM
15 years 8 months ago
A Parallel/Serial Trade-Off Methodology for Look-Up Table Based Decoders
A methodology for architecture exploration of look-up table based decoders is presented. For the degree of parallel processing a trade-off can be made by exploring system level an...
Claus Schneider