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» The Moving Target Function Problem in Multi-Agent Learning
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MSE
2005
IEEE
133views Hardware» more  MSE 2005»
14 years 1 months ago
Embedded System Design with FPGAs Using HDLs (Lessons Learned and Pitfalls to Be Avoided)
This paper describes the authors experience with teaching VHDL (and more recently, Verilog) to undergraduate and graduate students at WPI and to engineers through various short co...
R. James Duckworth
EUROGP
2008
Springer
105views Optimization» more  EUROGP 2008»
13 years 9 months ago
A Linear Estimation-of-Distribution GP System
We present N-gram GP, an estimation of distribution algorithm for the evolution of linear computer programs. The algorithm learns and samples the joint probability distribution of...
Riccardo Poli, Nicholas Freitag McPhee
MA
2001
Springer
139views Communications» more  MA 2001»
14 years 2 days ago
Flying Emulator: Rapid Building and Testing of Networked Applications for Mobile Computers
This paper presents a mobile-agent framework for building and testing mobile computing applications. When a portable computing device is moved into and attached to a new network, t...
Ichiro Satoh
ICML
2003
IEEE
14 years 8 months ago
Adaptive Feature-Space Conformal Transformation for Imbalanced-Data Learning
When the training instances of the target class are heavily outnumbered by non-target training instances, SVMs can be ineffective in determining the class boundary. To remedy this...
Gang Wu, Edward Y. Chang
COLT
2007
Springer
14 years 1 months ago
Learning Large-Alphabet and Analog Circuits with Value Injection Queries
Abstract. We consider the problem of learning an acyclic discrete circuit with n wires, fan-in bounded by k and alphabet size s using value injection queries. For the class of tran...
Dana Angluin, James Aspnes, Jiang Chen, Lev Reyzin