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» Efficient Goal-Directed Exploration
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NN
2010
Springer
187views Neural Networks» more  NN 2010»
13 years 2 months ago
Efficient exploration through active learning for value function approximation in reinforcement learning
Appropriately designing sampling policies is highly important for obtaining better control policies in reinforcement learning. In this paper, we first show that the least-squares ...
Takayuki Akiyama, Hirotaka Hachiya, Masashi Sugiya...
ASPDAC
2008
ACM
106views Hardware» more  ASPDAC 2008»
13 years 9 months ago
Efficient symbolic multi-objective design space exploration
-- Nowadays many design space exploration tools are based on Multi
Martin Lukasiewycz, Michael Glaß, Christian ...
GLVLSI
2009
IEEE
158views VLSI» more  GLVLSI 2009»
13 years 11 months ago
Exploration of memory hierarchy configurations for efficient garbage collection on high-performance embedded systems
Modern embedded devices (e.g., PDAs, mobile phones) are now incorporating Java as a very popular implementation language in their designs. These new embedded systems include multi...
José Manuel Velasco, David Atienza, Katzali...
ASPLOS
2006
ACM
13 years 11 months ago
Efficiently exploring architectural design spaces via predictive modeling
Architects use cycle-by-cycle simulation to evaluate design choices and understand tradeoffs and interactions among design parameters. Efficiently exploring exponential-size desig...
Engin Ipek, Sally A. McKee, Rich Caruana, Bronis R...
ICDE
2002
IEEE
117views Database» more  ICDE 2002»
14 years 9 months ago
Exploring Aggregate Effect with Weighted Transcoding Graphs for Efficient Cache Replacement in Transcoding Proxies
This paper explores the aggregate effect when caching multiple versions of the same Web object in the transcoding proxy. Explicitly, the aggregate profit from caching multiple ver...
Cheng-Yue Chang, Ming-Syan Chen