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56
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ATAL
2010
Springer
14 years 11 months ago
Optimal policy switching algorithms for reinforcement learning
Gheorghe Comanici, Doina Precup
96
Voted
ATAL
2011
Springer
14 years 23 days ago
Empirical and theoretical support for lenient learning
Daan Bloembergen, Michael Kaisers, Karl Tuyls
94
Voted
AAAI
2008
15 years 3 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...
120
Voted
AAAI
2010
15 years 2 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