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All publications by Marcus Hutter
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The Sample-Complexity of General Reinforcement Learning
Tor Lattimore, Marcus Hutter and Peter Sunehag
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Discrete MDL Predicts in Total Variation
Marcus Hutter
Advances in Neural Information Processing Systems 22, 2009


Temporal Difference Updating without a Learning Rate
Marcus Hutter and Shane Legg
Advances in Neural Information Processing Systems 20, 2007


Adaptive Online Prediction by Following the Perturbed Leader
Marcus Hutter and Jan Poland
Journal of Machine Learning Research, 2005


Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet
Marcus Hutter
Journal of Machine Learning Research, 2003


Distribution of Mutual Information
Marcus Hutter
Advances in Neural Information Processing Systems 14, 2001