29 search results - page 1 / 6 » A Minimum Relative Entropy Principle for Learning and Acting |
CORR
2008
Springer
13 years 4 months ago
2008
Springer
This paper proposes a method to construct an adaptive agent that is universal with respect to a given class of experts, where each expert is designed specifically for a particular...
GECCO
2005
Springer
13 years 10 months ago
2005
Springer
DAGSTUHL
2006
13 years 6 months ago
2006
UAI
2004
13 years 6 months ago
2004
Exponential models of distributions are widely used in machine learning for classification and modelling. It is well known that they can be interpreted as maximum entropy models u...
ICCV
2001
IEEE
14 years 6 months ago
2001
IEEE
In this paper we propose a novel inhomogeneous Gibbs model by the minimax entropy principle, and apply it to face modeling. The maximum entropy principle generalizes the statistic...