17543 search results - page 43 / 3509 » Stochastic Optimization Algorithms |
105
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ICASSP
2008
IEEE
15 years 9 months ago
2008
IEEE
Bayesian estimation in nonlinear stochastic dynamical systems has been addressed for a long time. Among other solutions, Particle Filtering (PF) algorithms propagate in time a Mon...
136
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CDC
2008
IEEE
15 years 9 months ago
2008
IEEE
— This paper addresses the computational overhead involved in probabilistic reachability computations for a general class of controlled stochastic hybrid systems. An approximate ...
121
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ML
2002
ACM
15 years 2 months ago
2002
ACM
An issue that is critical for the application of Markov decision processes MDPs to realistic problems is how the complexity of planning scales with the size of the MDP. In stochas...
116
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SIGMOD
2005
ACM
16 years 2 months ago
2005
ACM
We consider the problem of joining data streams using limited cache memory, with the goal of producing as many result tuples as possible from the cache. Many cache replacement heu...
132
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COLT
2010
Springer
15 years 17 days ago
2010
Springer
Multiarmed bandit problem is a typical example of a dilemma between exploration and exploitation in reinforcement learning. This problem is expressed as a model of a gambler playi...