Near-optimal Regret Bounds for Reinforcement Learning

Peter Auer, Thomas Jaksch, Ronald Ortner. Near-optimal Regret Bounds for Reinforcement Learning. In Daphne Koller, Dale Schuurmans, Yoshua Bengio, Léon Bottou, editors, Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008. pages 89-96, MIT Press, 2008. [doi]

Authors

Peter Auer

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Thomas Jaksch

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Ronald Ortner

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