798 search results - page 40 / 160 » Perceptual Learning and Abstraction in Machine Learning |
ECML
2006
Springer
14 years 10 days ago
2006
Springer
Abstract. This paper studies a Bayesian framework for density modeling with mixture of exponential family distributions. Variational Bayesian Dirichlet-Multinomial allocation (VBDM...
ML
2002
ACM
13 years 8 months ago
2002
ACM
Abstract. The problemof state abstractionis of centralimportancein optimalcontrol,reinforcement learning and Markov decision processes. This paper studies the case of variable reso...
DIS
2007
Springer
14 years 2 months ago
2007
Springer
Abstract. This chapter describes how we used regression rules to improve upon results previously published in the Earth science literature. In such a scientific application of mac...
CEC
2005
IEEE
14 years 2 months ago
2005
IEEE
Abstract- Seeding the population of an evolutionary algorithm with solutions from previous runs has proved to be useful when learning control strategies for agents operating in a c...
ECTEL
2008
Springer
13 years 10 months ago
2008
Springer
Abstract. Educational researchers need to exchange and compare their learnerinteraction data in order to benefit the learning science community as a whole. In order to support this...