364 search results - page 44 / 73 » Regularization Learning of Neural Networks for Generalizatio... |
124
Voted
NN
2010
Springer
15 years 1 months ago
2010
Springer
We present a model-free reinforcement learning method for partially observable Markov decision problems. Our method estimates a likelihood gradient by sampling directly in paramet...
119
Voted
GECCO
2007
Springer
15 years 8 months ago
2007
Springer
This paper introduces a new variety of learning classifier system (LCS), called MILCS, which utilizes mutual information as fitness feedback. Unlike most LCSs, MILCS is specifical...
136
Voted
CIKM
2011
Springer
14 years 2 months ago
2011
Springer
The study of information flow analyzes the principles and mechanisms of social information distribution. It is becoming an extremely important research topic in social network re...
97
Voted
CIKM
2000
Springer
15 years 7 months ago
2000
Springer
We consider the problem of browsing the top ranked portion of the documents returned by an information retrieval system. We describe an interactive relevance feedback agent that a...
114
Voted
IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
— We present a simple, intuitive argument based on “invariant imbedding” in the spirit of dynamic programming to derive a stagewise second-order backpropagation (BP) algorith...