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All publications by Nikos A. Vlassis
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Model-free reinforcement learning as mixture learning
Marc Toussaint and Nikos A. Vlassis
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


An analytic solution to discrete Bayesian reinforcement learning
Pascal Poupart, Nikos A. Vlassis, Jesse Hoey and Kevin Regan
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Point-Based Value Iteration for Continuous POMDPs
Josep M. Porta, Nikos A. Vlassis, Matthijs Spaan and Pascal Poupart
Journal of Machine Learning Research, 2006


Accelerated Variational Dirichlet Process Mixtures
Kenichi Kurihara, Max Welling and Nikos A. Vlassis
Advances in Neural Information Processing Systems 19, 2006


Collaborative Multiagent Reinforcement Learning by Payoff Propagation
Jelle R. Kok and Nikos A. Vlassis
Journal of Machine Learning Research, 2006


Sparse cooperative Q-learning
Jelle R. Kok and Nikos A. Vlassis
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Newscast EM
Wojtek Kowalczyk and Nikos A. Vlassis
Advances in Neural Information Processing Systems 17, 2004


Non-linear CCA and PCA by Alignment of Local Models
Jakob J. Verbeek, Sam T. Roweis and Nikos A. Vlassis
Advances in Neural Information Processing Systems 16, 2003