Peter Auer

Publikationen

  1. 2016
  2. Veröffentlicht

    Algorithmic Learning Theory

    Auer, P., Clark, A. & Zeugmann, T. 18 Okt 2016 in : THEORETICAL COMPUTER SCIENCE. 650, S. 1-3

    Forschungsoutput: Forschung - (peer-reviewed)Sonderausgabe/Sonderband

  3. Veröffentlicht

    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. S. 116-120 (JMLR Workshop and Conference Proceedings; Band 49)

    Forschungsoutput: ForschungBeitrag in Konferenzband

  4. Veröffentlicht

    Pareto Front Identification from Stochastic Bandit Feedback

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

    Forschungsoutput: Forschung - (peer-reviewed)Poster

  5. Veröffentlicht

    Learning with Malicious Noise

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

    Forschungsoutput: ForschungEintrag in Nachschlagewerk

  6. Veröffentlicht

    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. S. 939-947 (JMLR Workshop and Conference Proceedings)

    Forschungsoutput: ForschungBeitrag in Konferenzband

  7. 2014
  8. Veröffentlicht

    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, Band 8776, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 8776)

    Forschungsoutput: ForschungBeitrag in Konferenzband

  9. Veröffentlicht

    Regret Bounds for Restless Markov Bandits

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

    Forschungsoutput: Forschung - (peer-reviewed)Artikel

  10. 2013
  11. Veröffentlicht

    Reinforcement Learning (Dagstuhl Seminar 13321)

    Auer, P. 2013 in : Dagstuhl Reports. 3, S. 1-26

    Forschungsoutput: Forschung - (peer-reviewed)Artikel

  12. 2012
  13. Veröffentlicht

    Autonomous Exploration For Navigating In MDPs.

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

    Forschungsoutput: ForschungBeitrag in Konferenzband

  14. Veröffentlicht

    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. S. 98-111

    Forschungsoutput: ForschungBeitrag in Konferenzband

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