23 search results - page 1 / 5 » Relative Loss Bounds for Temporal-Difference Learning |
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
COLT
2000
Springer
13 years 8 months ago
2000
Springer
ALT
2004
Springer
14 years 1 months ago
2004
Springer
We consider a two-layer network algorithm. The first layer consists of an uncountable number of linear units. Each linear unit is an LMS algorithm whose inputs are first “kerne...
ALT
1999
Springer
13 years 8 months ago
1999
Springer
We are concerned with the problem of sequential prediction using a givenhypothesis class of continuously-manyprediction strategies. An e ectiveperformance measure is the minimax re...
ICDM
2008
IEEE
13 years 10 months ago
2008
IEEE
Selecting promising queries is the key to effective active learning. In this paper, we investigate selection techniques for the task of learning an equivalence relation where the ...