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» Function Optimization with Coevolutionary Algorithms
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ICML
2009
IEEE
16 years 2 months ago
Regularization and feature selection in least-squares temporal difference learning
We consider the task of reinforcement learning with linear value function approximation. Temporal difference algorithms, and in particular the Least-Squares Temporal Difference (L...
J. Zico Kolter, Andrew Y. Ng
IPPS
1999
IEEE
15 years 6 months ago
Parallel Biological Sequence Comparison Using Prefix Computations
We present practical parallel algorithms using prefix computations for various problems that arise in pairwise comparison of biological sequences. We consider both constant and af...
Srinivas Aluru, Natsuhiko Futamura, Kishan Mehrotr...
GECCO
2009
Springer
124views Optimization» more  GECCO 2009»
15 years 6 months ago
Reinforcement learning for games: failures and successes
We apply CMA-ES, an evolution strategy with covariance matrix adaptation, and TDL (Temporal Difference Learning) to reinforcement learning tasks. In both cases these algorithms se...
Wolfgang Konen, Thomas Bartz-Beielstein
EUROGP
2001
Springer
124views Optimization» more  EUROGP 2001»
15 years 6 months ago
An Evolutionary Approach to Automatic Generation of VHDL Code for Low-Power Digital Filters
An evolutionary algorithm is used to design a finite impulse response digital filter with reduced power consumption. The proposed design approach combines genetic optimization an...
Massimiliano Erba, Roberto Rossi, Valentino Libera...
ICASSP
2011
IEEE
14 years 5 months ago
Near-field array shape calibration
In the important domain of array shape calibration, the near-field case poses a challenging problem due to the array response complexity induced by the range effect. In this pape...
Shuang Wan, Pei-Jung Chung, Bernard Mulgrew