1020 search results - page 65 / 204 » Learning to Use Operational Advice |
99
Voted
ICASSP
2008
IEEE
15 years 9 months ago
2008
IEEE
We consider the problem of online learning in a changing environment under sparse user feedback. Specifically, we address the classification of music types according to a user...
142
Voted
SGAI
2004
Springer
15 years 8 months ago
2004
Springer
We introduce a new class of Reinforcement Learning algorithms designed to operate in perceptual spaces containing images. They work by classifying the percepts using a computer vi...
116
Voted
IJCAI
1997
15 years 4 months ago
1997
This paper presents an interactive method for building a controller for dynamic systems by using a combination of knowledge acquisition and machine learning techniques. The aim is...
130
Voted
PAMI
2006
15 years 2 months ago
2006
Understanding the structure of multidimensional patterns, especially in unsupervised case, is of fundamental importance in data mining, pattern recognition and machine learning. Se...
126
Voted
ISDA
2006
IEEE
15 years 8 months ago
2006
IEEE
The use of monolithic neural networks (such as a multilayer perceptron) has some drawbacks: e.g. slow learning, weight coupling, the black box effect. These can be alleviated by t...