Peter Auer

Research output

  1. 2017
  2. Published

    Online Learning

    Auer, P. 2017 Encyclopedia of Machine Learning and Data Mining.

    Research output: Chapter in Book/Report/Conference proceedingChapterResearch

  3. 2016
  4. Published

    Algorithmic Learning Theory

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

    Research output: Contribution to journalSpecial issueResearchpeer-review

  5. 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: Chapter in Book/Report/Conference proceedingConference contributionResearch

  6. Published

    Learning with Malicious Noise

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

    Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia/dictionaryResearch

  7. 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: Chapter in Book/Report/Conference proceedingConference contributionResearch

  8. 2014
  9. 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: Chapter in Book/Report/Conference proceedingConference contributionResearch

  10. 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: Contribution to journalArticleResearchpeer-review

  11. 2013
  12. Published

    Reinforcement Learning (Dagstuhl Seminar 13321)

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

    Research output: Contribution to journalArticleResearchpeer-review

  13. 2012
  14. 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: Chapter in Book/Report/Conference proceedingConference contributionResearch

  15. Published

    Evaluation and Analysis of the Performance of the EXP3 Algorithm in Stochastic Environments

    Seldin, Y., Szepesvári, C., Auer, P. & Abbasi-Yadkori, Y. 2012 Proceedings of the Tenth European Workshop on Reinforcement Learning, EWRL 2012. p. 103-116 (JMLR proceedings)

    Research output: Chapter in Book/Report/Conference proceedingConference contributionResearch

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