9284 search results - page 490 / 1857 » Knowledge State Algorithms |
175
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ISAAC
2003
Springer
16 years 24 days ago
2003
Springer
The mixing properties of several Markov chains to sample from configurations of a hard-core model have been examined. The model is familiar in the statistical physics of the liqui...
201
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CDC
2009
IEEE
16 years 10 days ago
2009
IEEE
— Network reconstruction, i.e., obtaining network structure from data, is a central theme in systems biology, economics, and engineering. Previous work introduced dynamical struc...
256
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EEF
2000
15 years 11 months ago
2000
Both the logic and the stochastic analysis of discrete-state systems are hindered by the combinatorial growth of the state space underlying a high-level model. In this work, we con...
199
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IJCAI
2003
15 years 9 months ago
2003
Particle filters are used extensively for tracking the state of non-linear dynamic systems. This paper presents a new particle filter that maintains samples in the state space a...
234
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AAAI
1996
15 years 9 months ago
1996
Markov decision processes (MDPs) are a very popular tool for decision theoretic planning (DTP), partly because of the welldeveloped, expressive theory that includes effective solu...