Peter Auer

Research output

  1. 2016
  2. Published

    Algorithmic Learning Theory

    Auer, P., Clark, A. & Zeugmann, T. 18 Oct 2016 In : THEORETICAL COMPUTER SCIENCE. 650, p. 1-3

    Research output: Research - peer-reviewSpecial issue

  3. Published

    An algorithm with nearly optimal pseudo-regret for both stochastic and adversarial bandits

    Auer, P. & Chiang, C-K. 23 Jun 2016 Proceedings of the 29th Conference on Learning Theory, COLT 2016. p. 116-120 (JMLR Workshop and Conference Proceedings; vol. 49)

    Research output: ResearchConference contribution

  4. Published

    Pareto Front Identification from Stochastic Bandit Feedback

    Auer, P., Chiang, C-K., Ortner, R. & Drugan, M. 10 May 2016

    Research output: Research - peer-reviewPoster

  5. Published

    Learning with Malicious Noise

    Auer, P. 22 Apr 2016 Encyclopedia of Algorithms. Springer, p. 1086-1089

    Research output: ResearchEntry for encyclopedia/dictionary

  6. Published

    Pareto Front Identification from Stochastic Bandit Feedback

    Auer, P., Chiang, C-K., Ortner, R. & Drugan, M. 2016 Proceedings of the Nineteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2016. p. 939-947 (JMLR Workshop and Conference Proceedings)

    Research output: ResearchConference contribution

  7. 2014
  8. Published

    Algorithmic Learning Theory: 25th International Conference, ALT 2014 Bled, Slovenia, October 8-10, 2014 Proceedings

    Auer, P., Clark, A., Zeugmann, T. & Zilles, S. 1 Jan 2014 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8776, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8776)

    Research output: ResearchConference contribution

  9. Published

    Regret Bounds for Restless Markov Bandits

    Ortner, R., Ryabko, D., Auer, P. & Munos, R. 2014 In : Theoretical computer science. 558, p. 62-76

    Research output: Research - peer-reviewArticle

  10. 2013
  11. Published

    Reinforcement Learning (Dagstuhl Seminar 13321)

    Auer, P. 2013 In : Dagstuhl Reports. 3, p. 1-26

    Research output: Research - peer-reviewArticle

  12. 2012
  13. Published

    Autonomous Exploration For Navigating In MDPs.

    Lim, S. H. & Auer, P. 2012 Proceedings of the 25th Annual Conference on Learning Theory. p. 40.1-40.24

    Research output: ResearchConference contribution

  14. Published

    PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits.

    Seldin, Y., Cesa-Bianchi, N., Auer, P., Laviolette, F. & Shawe-Taylor, J. 2012 Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2. p. 98-111

    Research output: ResearchConference contribution

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