Ronald Ortner

Research output

  1. Published

    Regret Bounds for Learning State Representations in Reinforcement Learning

    Ortner, R., Pirotta, M., Lazaric, A., Fruit, R. & Maillard, O.-A., Dec 2019.

    Research output: Contribution to conferencePosterResearchpeer-review

  2. Published

    Regret Bounds for Reinforcement Learning via Markov Chain Concentration

    Ortner, R., 23 Jan 2020, In: The journal of artificial intelligence research. 67.2020, 1, p. 115-128 14 p.

    Research output: Contribution to journalArticleResearchpeer-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. Published

    Regret Bounds for Reinforcement Learning via Markov Chain Concentration

    Ortner, R., 26 Aug 2021.

    Research output: Contribution to conferencePosterResearchpeer-review

  5. Published

    Adaptive Algorithms for Meta-Induction

    Ortner, R., 7 Oct 2023, In: Journal for general philosophy of science = Zeitschrift für allgemeine Wissenschaftstheorie. 54.2023, 3, p. 433–450 18 p.

    Research output: Contribution to journalArticleResearchpeer-review

  6. Published

    Understanding the Gaps in Satisficing Bandits

    Rouyer, C., Ortner, R. & Auer, P., 2024.

    Research output: Contribution to conferencePosterResearchpeer-review

  7. Published

    PAC-Bayesian Analysis of Contextual Bandits

    Seldin, Y., Auer, P., Laviolette, F., Shawe-Taylor, J. S. & Ortner, R., 2011.

    Research output: Contribution to conferencePosterResearchpeer-review

  8. Published

    PAC-Bayesian Analysis of Contextual Bandits

    Seldin, Y., Auer, P., Laviolette, F., Shawe-Taylor, J. S. & Ortner, R., 2012, Advances in Neural Information Processing Systems 24. MIT Press, p. 1683-1691

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

  9. Published

    Quantification of Transfer in Reinforcement Learning via Regret Bounds for Learning Agents

    Tuynman, A. & Ortner, R., Sept 2022.

    Research output: Contribution to conferencePosterResearchpeer-review

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