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» Learning Rates for Q-Learning
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ATAL
2009
Springer
15 years 9 months ago
An evolutionary model of multi-agent learning with a varying exploration rate
Michael Kaisers, Karl Tuyls, Simon Parsons, Frank ...
59
Voted
NIPS
2007
15 years 4 months ago
Temporal Difference Updating without a Learning Rate
Marcus Hutter, Shane Legg
NIPS
2008
15 years 4 months ago
Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm
We study the convergence and the rate of convergence of a local manifold learning algorithm: LTSA [13]. The main technical tool is the perturbation analysis on the linear invarian...
Andrew Smith, Xiaoming Huo, Hongyuan Zha
122
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COLT
2010
Springer
15 years 17 days ago
The Convergence Rate of AdaBoost
Abstract. We pose the problem of determining the rate of convergence at which AdaBoost minimizes exponential loss. Boosting is the problem of combining many "weak," high-...
Robert E. Schapire