3694 search results - page 21 / 739 » Stochastic complexity in learning |
86
Voted
ICALP
2000
Springer
15 years 5 months ago
2000
Springer
This paper demonstrates how three stochastic process algebras can be mapped on to a generally-distributed stochastic transition system. We demonstrate an aggregation technique on ...
133
Voted
UAI
2008
15 years 3 months ago
2008
Continuous state spaces and stochastic, switching dynamics characterize a number of rich, realworld domains, such as robot navigation across varying terrain. We describe a reinfor...
126
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CVPR
2007
IEEE
16 years 3 months ago
2007
IEEE
Image patches are fundamental elements for object modeling and recognition. However, there has not been a panoramic study of the structures of the whole ensemble of natural image ...
107
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ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
We cast model-free reinforcement learning as the problem of maximizing the likelihood of a probabilistic mixture model via sampling, addressing both the infinite and finite horizo...
129
Voted
CORR
2008
Springer
15 years 1 months ago
2008
Springer
Many models from a variety of areas involve the computation of an equilibrium or fixed point of some kind. Examples include Nash equilibria in games; market equilibria; computing o...