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74
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ATAL
2010
Springer
15 years 2 months ago
Optimal policy switching algorithms for reinforcement learning
Gheorghe Comanici, Doina Precup
113
Voted
ATAL
2010
Springer
14 years 10 months ago
Online model learning in adversarial Markov decision processes
Doran Chakraborty, Peter Stone
ATAL
2011
Springer
14 years 3 months ago
Empirical and theoretical support for lenient learning
Daan Bloembergen, Michael Kaisers, Karl Tuyls
AAAI
2008
15 years 5 months ago
Adaptive Treatment of Epilepsy via Batch-mode Reinforcement Learning
This paper highlights the crucial role that modern machine learning techniques can play in the optimization of treatment strategies for patients with chronic disorders. In particu...
Arthur Guez, Robert D. Vincent, Massimo Avoli, Joe...
AAAI
2010
15 years 4 months ago
Facial Age Estimation by Learning from Label Distributions
One of the main difficulties in facial age estimation is the lack of sufficient training data for many ages. Fortunately, the faces at close ages look similar since aging is a slo...
Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou