598 search results - page 7 / 120 » Learning Generative Models with the Up-Propagation Algorithm |
JMLR
2010
13 years 2 months ago
2010
Virtually all methods of learning dynamic systems from data start from the same basic assumption: the learning algorithm will be given a sequence of data generated from the dynami...
PTS
2010
13 years 6 months ago
2010
We present an application of learning-based testing to the problem of automated test case generation (ATCG) for numerical software. Our approach uses n-dimensional polynomial model...
ITICSE
2004
ACM
14 years 1 months ago
2004
ACM
The use of generic and generative methods for the development and application of interactive educational software is a relatively unexplored area in industry and education. Advant...
IJHIS
2006
13 years 7 months ago
2006
In this paper, a new evolutionary computing model, called CLA-EC, is proposed. This model is a combination of a model called cellular learning automata (CLA) and the evolutionary ...
PRICAI
2000
Springer
13 years 11 months ago
2000
Springer
This paper presents the CQ algorithm which decomposes and solves a Markov Decision Process (MDP) by automatically generating a hierarchy of smaller MDPs using state variables. The ...