1131 search results - page 45 / 227 » Generalization Improvement in Multi-Objective Learning |
108
Voted
QRE
2010
2010
Improving quality of prediction in highly dynamic environments using approximate dynamic programming
14 years 10 months ago
In many applications, decision making under uncertainty often involves two steps- prediction of a certain quality parameter or indicator of the system under study and the subseque...
115
Voted
PRL
2010
14 years 7 months ago
2010
The general setting of regression analysis is to identify a relationship between a response variable Y and one or several explanatory variables X by using a learning sample. In a ...
82
Voted
COLT
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. We consider the problem of learning an acyclic discrete circuit with n wires, fan-in bounded by k and alphabet size s using value injection queries. For the class of tran...
128
Voted
CI
2005
15 years 9 days ago
2005
Autonomous agents that learn about their environment can be divided into two broad classes. One class of existing learners, reinforcement learners, typically employ weak learning ...
ICALT
2009
IEEE
15 years 7 months ago
2009
IEEE
A crucial challenge for improving EMLs is to provide an intuitive notation to support educational practitioners to not only understand, but also describe a large number of flexibl...