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PDP
1995
IEEE
15 years 10 months ago
Iterated Runge-Kutta methods on distributed memory multiprocessors
We investigate the parallel implementation of the diagonal{implicitly iterated Runge{ Kutta (DIIRK) method, an iteration method based on a predictor{corrector scheme. This method ...
Thomas Rauber, Gudula Rünger
EDBT
2009
ACM
117views Database» more  EDBT 2009»
15 years 9 months ago
Parsimonious temporal aggregation
Temporal aggregation is a crucial operator in temporal databases and has been studied in various flavors. In instant temporal aggregation (ITA) the aggregate value at time instan...
Juozas Gordevicius, Johann Gamper, Michael H. B&ou...
ICASSP
2007
IEEE
15 years 8 months ago
Variable Regularized Fast Affine Projections
This paper introduces a variable regularization method for the fast affine projection algorithm (VR-FAP). It is inspired by a recently introduced technique for variable regulariza...
Deepak Challa, Steven L. Grant, Asif Iqbal Mohamma...
IJCAI
2007
15 years 7 months ago
Using Linear Programming for Bayesian Exploration in Markov Decision Processes
A key problem in reinforcement learning is finding a good balance between the need to explore the environment and the need to gain rewards by exploiting existing knowledge. Much ...
Pablo Samuel Castro, Doina Precup
NIPS
2007
15 years 7 months ago
Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods
Learning in real-world domains often requires to deal with continuous state and action spaces. Although many solutions have been proposed to apply Reinforcement Learning algorithm...
Alessandro Lazaric, Marcello Restelli, Andrea Bona...