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ICML
1997
IEEE
14 years 11 months ago
Machine Learning by Function Decomposition
Blaz Zupan, Marko Bohanec, Ivan Bratko, Janez Dems...
ISMVL
1997
IEEE
134views Hardware» more  ISMVL 1997»
14 years 3 months ago
Functional Decomposition of MVL Functions Using Multi-Valued Decision Diagrams
In this paper, the minimization of incompletely specified multi-valued functions using functional decomposition is discussed. From the aspect of machine learning, learning sample...
Craig M. Files, Rolf Drechsler, Marek A. Perkowski
ICML
2007
IEEE
14 years 11 months ago
Automatic shaping and decomposition of reward functions
This paper investigates the problem of automatically learning how to restructure the reward function of a Markov decision process so as to speed up reinforcement learning. We begi...
Bhaskara Marthi
ECML
1997
Springer
14 years 3 months ago
Constructing Intermediate Concepts by Decomposition of Real Functions
In learning from examples it is often useful to expand an attribute-vector representation by intermediate concepts. The usual advantage of such structuring of the learning problemi...
Janez Demsar, Blaz Zupan, Marko Bohanec, Ivan Brat...