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Peter Auer

Autonomous exploration for navigating in non-stationary CMPs

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Oct 18, 2019
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Variational Regret Bounds for Reinforcement Learning

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May 23, 2019
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A Sliding-Window Algorithm for Markov Decision Processes with Arbitrarily Changing Rewards and Transitions

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May 25, 2018
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Online Learning with Randomized Feedback Graphs for Optimal PUE Attacks in Cognitive Radio Networks

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Mar 19, 2018
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An algorithm with nearly optimal pseudo-regret for both stochastic and adversarial bandits

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May 27, 2016
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Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits

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Jul 16, 2015
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PinView: Implicit Feedback in Content-Based Image Retrieval

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Oct 02, 2014
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Regret Bounds for Restless Markov Bandits

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Sep 12, 2012
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PAC-Bayesian Inequalities for Martingales

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Jul 30, 2012
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Noisy Search with Comparative Feedback

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Feb 14, 2012
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