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» On Universal Transfer Learning
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HAIS
2008
Springer
13 years 11 months ago
An Evolutionary Approach for Tuning Artificial Neural Network Parameters
The widespread use of artificial neural networks and the difficult work regarding the correct specification (tuning) of parameters for a given problem are the main aspects that mot...
Leandro M. Almeida, Teresa Bernarda Ludermir
HICSS
2002
IEEE
99views Biometrics» more  HICSS 2002»
14 years 2 months ago
The Importance of Process Knowledge for Cross Project Learning: Evidence from a UK Hospital
A core prescription from the knowledge management movement is that the successful management of organizational knowledge will prevent firms from “reinventing the wheel.” Infor...
Sue Newell, Harry Scarbrough, Jacky Swan, Maxine R...
ECAL
2003
Springer
14 years 3 months ago
Conditions for Stable Vowel Systems in a Population
This paper describes an investigation of two computer models of how vowel systems can be transferred from one generation to the next. Humans tend to reduce the articulation of the ...
Bart de Boer
ICAI
2004
13 years 11 months ago
Action Inhibition
An explicit exploration strategy is necessary in reinforcement learning (RL) to balance the need to reduce the uncertainty associated with the expected outcome of an action and the...
Myriam Abramson
ICML
2004
IEEE
14 years 10 months ago
Using relative novelty to identify useful temporal abstractions in reinforcement learning
lative Novelty to Identify Useful Temporal Abstractions in Reinforcement Learning ?Ozg?ur S?im?sek ozgur@cs.umass.edu Andrew G. Barto barto@cs.umass.edu Department of Computer Scie...
Özgür Simsek, Andrew G. Barto