Ronald Ortner

Research output

  1. 2019
  2. Published

    Variational Regret Bounds for Reinforcement Learning

    Ortner, R., Gajane, P. & Auer, P., 2019.

    Research output: Contribution to conferencePaperpeer-review

  3. Published

    Variational Regret Bounds for Reinforcement Learning

    Ortner, R., Gajane, P. & Auer, P., 2019, Proceedings of The 35th Uncertainty in Artificial Intelligence Conference, UAI 2019. p. 81-90

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

  4. 2018
  5. Published

    Adaptively Tracking the Best Arm with an Unknown Number of Distribution Changes

    Auer, P., Gajane, P. & Ortner, R., 2018.

    Research output: Contribution to conferencePaperpeer-review

  6. Published

    Adaptively Tracking the Best Arm with an Unknown Number of Distribution Changes

    Auer, P., Gajane, P. & Ortner, R., 2018.

    Research output: Contribution to conferencePosterResearchpeer-review

  7. Published
  8. Published

    Efficient Bias-Span-Constrained Exploration-Exploitation in Reinforcement Learning

    Fruit, R., Pirotta, M., Lazaric, A. & Ortner, R., 2018, Proceedings of the 35th International Conference on Machine Learning, ICML 2018. Vol. PMLR 80. p. 1578-1586

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

  9. Published

    Guest Editors' Foreword

    Ortner, R. & Ulrich Simon, H., 2018, In: Theoretical Computer Science. 742

    Research output: Contribution to journalArticleResearch

  10. 2016
  11. Published

    Improved Learning Complexity in Combinatorial Pure Exploration Bandits

    Gabillon, V., Lazaric, A., Ghavamzadeh, M., Ortner, R. & Bartlett, P., 10 May 2016.

    Research output: Contribution to conferencePosterResearchpeer-review

  12. Published

    Algorithmic Learning Theory: 27th International Conference, ALT 2016, Proceedings

    Ortner, R. (Co-editor), Ulrich Simon, H. (Co-editor) & Zilles, S., 2016, Springer.

    Research output: Book/ReportAnthologyResearch

  13. Published

    Improved Learning Complexity in Combinatorial Pure Exploration Bandits

    Gabillon, V., Lazaric, A., Ghavamzadeh, M., Ortner, R. & Bartlett, P., 2016, Proceedings of the Nineteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2016. p. 1004-1012 (JMLR Workshop and Conference Proceedings).

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