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IJPRAI
2002
93views more  IJPRAI 2002»
15 years 4 months ago
Improving Stability of Decision Trees
Decision-tree algorithms are known to be unstable: small variations in the training set can result in different trees and different predictions for the same validation examples. B...
Mark Last, Oded Maimon, Einat Minkov
ML
2002
ACM
114views Machine Learning» more  ML 2002»
15 years 4 months ago
Building a Basic Block Instruction Scheduler with Reinforcement Learning and Rollouts
The execution order of a block of computer instructions on a pipelined machine can make a difference in running time by a factor of two or more. Compilers use heuristic schedulers...
Amy McGovern, J. Eliot B. Moss, Andrew G. Barto
147
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TEC
2002
128views more  TEC 2002»
15 years 4 months ago
A framework for evolutionary optimization with approximate fitness functions
It is not unusual that an approximate model is needed for fitness evaluation in evolutionary computation. In this case, the convergence properties of the evolutionary algorithm are...
Yaochu Jin, Markus Olhofer, Bernhard Sendhoff
TROB
2002
75views more  TROB 2002»
15 years 4 months ago
Sold!: auction methods for multirobot coordination
Abstract--The key to utilizing the potential of multirobot systems is cooperation. How can we achieve cooperation in systems composed of failure-prone autonomous robots operating i...
Brian P. Gerkey, Maja J. Mataric
PUC
2007
117views more  PUC 2007»
15 years 4 months ago
Mobile Fair Diary: hybrid interface for taking, browsing and sharing context-aware notes
This paper describes the Mobile Fair Diary (MFD), which is designed to allow a housing fair customer to make a personalized digital recording of his/ her visit to a hectic fairgrou...
Jani Korhonen, Timo Ojala, Annu Ristola, Manne Kes...