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NIPS
2000
15 years 7 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 6 months ago
An analysis of reinforcement learning with function approximation
Francisco S. Melo, Sean P. Meyn, M. Isabel Ribeiro
ICALT
2003
IEEE
15 years 11 months ago
Theoretical Analysis of Mission-Based Learning Model
Yueh-Chun Shih, Nian-Shing Chen
ICML
2003
IEEE
16 years 6 months ago
Informative Discriminant Analysis
Samuel Kaski, Jaakko Peltonen