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All publications by Ronald Ortner
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Improved Regret Bounds for Undiscounted Continuous Reinforcement Learning
K. Lakshmanan, Ronald Ortner and Daniil Ryabko
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning
Odalric-ambrym Maillard, Phuong Nguyen, Ronald Ortner and Daniil Ryabko
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Online Regret Bounds for Undiscounted Continuous Reinforcement Learning
Ronald Ortner and Daniil Ryabko
Advances in Neural Information Processing Systems 25, 2012


PAC-Bayesian Analysis of Contextual Bandits
Yevgeny Seldin, Peter Auer, John S. Shawe-taylor, Ronald Ortner and Fran├žois Laviolette
Advances in Neural Information Processing Systems 24, 2011


Near-optimal Regret Bounds for Reinforcement Learning
Peter Auer, Thomas Jaksch and Ronald Ortner
Advances in Neural Information Processing Systems 21, 2008


Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning
Peter Auer and Ronald Ortner
Advances in Neural Information Processing Systems 19, 2006