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» Qualitative reinforcement learning

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GECCO
2004
Springer

122views Optimization» more GECCO 2004»

Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems

14 years 1 months ago

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This paper introduces a gradient-based reward prediction update mechanism to the XCS classiﬁer system as applied in neuralnetwork type learning and function approximation mechani...

Martin V. Butz, David E. Goldberg, Pier Luca Lanzi

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ML
2011
ACM

152views Machine Learning» more ML 2011»

Characterizing reinforcement learning methods through parameterized learning problems

12 years 10 months ago

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Shivaram Kalyanakrishnan, Peter Stone

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ICML
1997
IEEE

123views Machine Learning» more ICML 1997»

Exponentiated Gradient Methods for Reinforcement Learning

14 years 8 months ago

Download www.cs.ualberta.ca

Doina Precup, Richard S. Sutton

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ICML
2003
IEEE

108views Machine Learning» more ICML 2003»

Reinforcement Learning as Classification: Leveraging Modern Classifiers

14 years 28 days ago

Download www.cs.duke.edu

Michail G. Lagoudakis, Ronald Parr

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ECML
1998
Springer

92views Machine Learning» more ECML 1998»

A General Convergence Method for Reinforcement Learning in the Continuous Case

13 years 12 months ago

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