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AAAI
1998
13 years 9 months ago
Applying Online Search Techniques to Continuous-State Reinforcement Learning
In this paper, we describe methods for e ciently computing better solutions to control problems in continuous state spaces. We provide algorithms that exploit online search to boo...
Scott Davies, Andrew Y. Ng, Andrew W. Moore
SAMOS
2004
Springer
14 years 1 months ago
A Low-Power Multithreaded Processor for Baseband Communication Systems
Embedded digital signal processors for baseband communication systems have stringent design constraints including high computational bandwidth, low power consumption, and low inter...
Michael J. Schulte, C. John Glossner, Suman Mamidi...
NOMS
2008
IEEE
181views Communications» more  NOMS 2008»
14 years 2 months ago
Coordinated management of power usage and runtime performance
— With the continued growth of computing power and reduction in physical size of enterprise servers, the need for actively managing electrical power usage in large datacenters is...
Malgorzata Steinder, Ian Whalley, James E. Hanson,...
ICAC
2008
IEEE
14 years 2 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...
ASPLOS
2000
ACM
14 years 23 hour ago
Power Aware Page Allocation
One of the major challenges of post-PC computing is the need to reduce energy consumption, thereby extending the lifetime of the batteries that power these mobile devices. Memory ...
Alvin R. Lebeck, Xiaobo Fan, Heng Zeng, Carla Schl...