388 search results - page 10 / 78 » Convergence Properties of the K-Means Algorithms |
FUZZIEEE
2007
IEEE
15 years 6 months ago
2007
IEEE
— Reinforcement learning (RL) is a learning control paradigm that provides well-understood algorithms with good convergence and consistency properties. Unfortunately, these algor...
103
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KBSE
2005
IEEE
15 years 5 months ago
2005
IEEE
We present a new model checking algorithm for verifying computation tree logic (CTL) properties. Our technique is based on using language inference to learn the fixpoints necessar...
INFOCOM
2002
IEEE
15 years 4 months ago
2002
IEEE
— This paper presents a new mechanism for improving the convergence properties of path vector routing algorithms, such as BGP. Using a route’s path information, we develop two ...
120
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NIPS
2008
15 years 1 months ago
2008
Actor-critic algorithms for reinforcement learning are achieving renewed popularity due to their good convergence properties in situations where other approaches often fail (e.g.,...
EDBT
2004
ACM
15 years 11 months ago
2004
ACM
We present a novel anytime version of partitional clustering algorithm, such as k-Means and EM, for time series. The algorithm works by leveraging off the multi-resolution property...