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PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
15 years 5 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
SERVICEWAVE
2010
15 years 5 months ago
Simulating Autonomic SLA Enactment in Clouds Using Case Based Reasoning
Abstract. With the emergence of Cloud Computing resources of physical machines have to be allocated to virtual machines (VMs) in an ondemand way. However, the efficient allocation ...
Michael Maurer, Ivona Brandic, Rizos Sakellariou
209
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ICCAD
2009
IEEE
93views Hardware» more  ICCAD 2009»
15 years 5 months ago
An efficient wakeup scheduling considering resource constraint for sensor-based power gating designs
Power gating has been a very effective way to reduce leakage power. One important design issue for a power gating design is to limit the surge current during the wakeup process. N...
Ming-Chao Lee, Yu-Ting Chen, Yo-Tzu Cheng, Shih-Ch...
ICCAD
2009
IEEE
118views Hardware» more  ICCAD 2009»
15 years 5 months ago
Memory organization and data layout for instruction set extensions with architecturally visible storage
Present application specific embedded systems tend to choose instruction set extensions (ISEs) based on limitations imposed by the available data bandwidth to custom functional un...
Panagiotis Athanasopoulos, Philip Brisk, Yusuf Leb...
ICMLA
2009
15 years 5 months ago
Sensitivity Analysis of POMDP Value Functions
In sequential decision making under uncertainty, as in many other modeling endeavors, researchers observe a dynamical system and collect data measuring its behavior over time. The...
Stéphane Ross, Masoumeh T. Izadi, Mark Merc...
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