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An Information-Theoretic Approach to Minimax Regret in Partial Monitoring


Feb 01, 2019
Tor Lattimore, Csaba Szepesvari

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* 26 pages 

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A Geometric Perspective on Optimal Representations for Reinforcement Learning


Jan 31, 2019
Marc G. Bellemare, Will Dabney, Robert Dadashi, Adrien Ali Taiga, Pablo Samuel Castro, Nicolas Le Roux, Dale Schuurmans, Tor Lattimore, Clare Lyle

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Soft-Bayes: Prod for Mixtures of Experts with Log-Loss


Jan 08, 2019
Laurent Orseau, Tor Lattimore, Shane Legg

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* Algorithmic Learning Theory 2017 

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Single-Agent Policy Tree Search With Guarantees


Nov 28, 2018
Laurent Orseau, Levi H. S. Lelis, Tor Lattimore, Théophane Weber

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* 32nd Conference on Neural Information Processing Systems (NIPS 2018), Montr\'eal, Canada 

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Garbage In, Reward Out: Bootstrapping Exploration in Multi-Armed Bandits


Nov 13, 2018
Branislav Kveton, Csaba Szepesvari, Zheng Wen, Mohammad Ghavamzadeh, Tor Lattimore

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BubbleRank: Safe Online Learning to Rerank


Jun 15, 2018
Branislav Kveton, Chang Li, Tor Lattimore, Ilya Markov, Maarten de Rijke, Csaba Szepesvari, Masrour Zoghi

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TopRank: A practical algorithm for online stochastic ranking


Jun 06, 2018
Tor Lattimore, Branislav Kveton, Shuai Li, Csaba Szepesvari

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Cleaning up the neighborhood: A full classification for adversarial partial monitoring


May 23, 2018
Tor Lattimore, Csaba Szepesvari

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* 24 pages 

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Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning


Jan 02, 2018
Christoph Dann, Tor Lattimore, Emma Brunskill

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* appears in Neural Information Processing Systems 2017 

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Online Learning with Gated Linear Networks


Dec 05, 2017
Joel Veness, Tor Lattimore, Avishkar Bhoopchand, Agnieszka Grabska-Barwinska, Christopher Mattern, Peter Toth

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* 40 pages 

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