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PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
13 years 4 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
ISCA
1997
IEEE
137views Hardware» more  ISCA 1997»
13 years 11 months ago
A Language for Describing Predictors and Its Application to Automatic Synthesis
As processor architectures have increased their reliance on speculative execution to improve performance, the importance of accurate prediction of what to execute speculatively ha...
Joel S. Emer, Nicholas C. Gloy
ECBS
2003
IEEE
84views Hardware» more  ECBS 2003»
14 years 16 hour ago
Model-Integrated Design Toolset for Polymorphous Computer-Based Systems
Polymorphous computer-based systems are systems in which the CPU architecture “morphs” or changes shape to meet the requirements of the application. Optimized and efficient de...
Brandon Eames, Ted Bapty, Ben Abbott, Sandeep Neem...
CASES
2006
ACM
13 years 10 months ago
Efficient architectures through application clustering and architectural heterogeneity
Customizing architectures for particular applications is a promising approach to yield highly energy-efficient designs for embedded systems. This work explores the benefits of arc...
Lukasz Strozek, David Brooks
CODES
1998
IEEE
13 years 11 months ago
The construction of a retargetable simulator for an architecture template
Systems in the domain of high-performance video signal processing are becoming more and more programmable. We suggest an approach to design such systems that involves measuring, v...
Bart Kienhuis, Ed F. Deprettere, Kees A. Vissers, ...