Kappen, Bert

10 publications

ICML 2012 On the Sample Complexity of Reinforcement Learning with a Generative Model Mohammad Gheshlaghi Azar, Rémi Munos, Bert Kappen

AISTATS 2011 Dynamic Policy Programming with Function Approximation Mohammad Gheshlaghi Azar, Vicenç Gómez, Bert Kappen

JAIR 2008 Graphical Model Inference in Optimal Control of Stochastic Multi-Agent Systems Bart van den Broek, Wim Wiegerinck, Bert Kappen

UAI 2008 Hybrid Variational/Gibbs Collapsed Inference in Topic Models Max Welling, Yee Whye Teh, Bert Kappen

AISTATS 2007 Loop Corrected Belief Propagation Joris Mooij, Bastian Wemmenhove, Bert Kappen, Tommaso Rizzo

UAI 2006 Stochastic Optimal Control in Continuous Space-Time Multi-Agent Systems Wim Wiegerinck, Bart van den Broek, Bert Kappen

UAI 2003 Approximate Inference and Constrained Optimization Tom Heskes, Kees Albers, Bert Kappen

JAIR 2003 Monte Carlo Methods for Tempo Tracking and Rhythm Quantization Ali Taylan Cemgil, Bert Kappen

NeurIPS 2001 Means, Correlations and Bounds Martijn Leisink, Bert Kappen

NeurIPS 2001 Tempo Tracking and Rhythm Quantization by Sequential Monte Carlo Ali Taylan Cemgil, Bert Kappen