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» Learning and Smoothed Analysis
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154
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NIPS
2000
15 years 4 months ago
Learning Continuous Distributions: Simulations With Field Theoretic Priors
Learning of a smooth but nonparametric probability density can be regularized using methods of Quantum Field Theory. We implement a field theoretic prior numerically, test its eff...
Ilya Nemenman, William Bialek
ICML
2008
IEEE
16 years 4 months ago
An analysis of reinforcement learning with function approximation
Francisco S. Melo, Sean P. Meyn, M. Isabel Ribeiro
100
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ICML
1998
IEEE
16 years 4 months ago
An Analysis of Direct Reinforcement Learning in Non-Markovian Domains
Mark D. Pendrith, Michael McGarity
93
Voted
ICALT
2003
IEEE
15 years 8 months ago
Theoretical Analysis of Mission-Based Learning Model
Yueh-Chun Shih, Nian-Shing Chen
82
Voted
ICML
2003
IEEE
16 years 4 months ago
Informative Discriminant Analysis
Samuel Kaski, Jaakko Peltonen