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ICML
2001
IEEE
16 years 7 months ago
Direct Policy Search using Paired Statistical Tests
Direct policy search is a practical way to solve reinforcement learning problems involving continuous state and action spaces. The goal becomes finding policy parameters that maxi...
Malcolm J. A. Strens, Andrew W. Moore
ISDA
2008
IEEE
16 years 1 months ago
Cultural-Based Genetic Algorithm: Design and Real World Applications
Due to their excellent performance in solving combinatorial optimization problems, metaheuristics algorithms such as Genetic Algorithms (GA), Simulated Annealing (SA) and Tabu Sea...
Mostafa A. El-Hosseini, Aboul Ella Hassanien, Ajit...
IESS
2007
Springer
116views Hardware» more  IESS 2007»
16 years 1 months ago
Utilizing Reconfigurable Hardware to Optimize Workflows in Networked Nodes
This work investigates the use of reconfigurable devices as computing platform for self-organizing embedded systems. Those usually consist of a set of distributed, autonomous node...
Dominik Murr, Felix Mühlbauer, Falko Dressler...
ICN
2005
Springer
16 years 11 days ago
Optimizing Inter-domain Multicast Through DINloop with GMPLS
This paper proposes DINloop (Data-In-Network loop) based multicast with GMPLS (generalized multiprotocol label switching) to overcome the scalability problems existing in current i...
Huaqun Guo, Lek Heng Ngoh, Wai-Choong Wong
ISLPED
2003
ACM
85views Hardware» more  ISLPED 2003»
16 years 3 days ago
ILP-based optimization of sequential circuits for low power
The power consumption of a sequential circuit can be reduced by decomposing it into subcircuits which can be turned off when inactive. Power can also be reduced by careful state e...
Feng Gao, John P. Hayes