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» Fuzzy Kanerva-based function approximation for reinforcement...

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ATAL
2009
Springer

118views Intelligent Agents» more ATAL 2009»

Fuzzy Kanerva-based function approximation for reinforcement learning

13 years 11 months ago

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Cheng Wu, Waleed Meleis

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EUSFLAT
2009

140views Fuzzy Logic» more EUSFLAT 2009»

Incremental Possibilistic Approach for Online Clustering and Classification

13 years 2 months ago

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In this paper, we propose to develop the supervised classification method Fuzzy Pattern Matching to be in addition a non supervised one. The goal is to monitor dynamic systems with...

Moamar Sayed Mouchaweh, Bernard Riera

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ICML
2007
IEEE

180views Machine Learning» more ICML 2007»

Tracking value function dynamics to improve reinforcement learning with piecewise linear function approximation

14 years 5 months ago

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Reinforcement learning algorithms can become unstable when combined with linear function approximation. Algorithms that minimize the mean-square Bellman error are guaranteed to co...

Chee Wee Phua, Robert Fitch

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ICML
2009
IEEE

185views Machine Learning» more ICML 2009»

Kernelized value function approximation for reinforcement learning

14 years 5 months ago