Department Mathematics and Information Technology

Organisational unit: Departments and Institutes

Research output

  1. Published

    Pseudometrics for State Aggregation in Average Reward Markov Decision Processes

    Ortner, R., 2007, Proceedings of the 18th International Conference on Algorithmic Learning Theory. p. 373-387

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

  2. Published

    Online Regret Bounds for Undiscounted Continuous Reinforcement Learning

    Ortner, R. & Ryabko, D., 2012, Advances in Neural Information Processing Systems 25. MIT Press, p. 1772-1780

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

  3. Published

    Non-backtracking random walks and cogrowth of graphs

    Ortner, R. & Woess, W., 2007, In: Canadian journal of mathematics : Journal canadien de mathématiques. 59, p. 828-844

    Research output: Contribution to journalArticleResearchpeer-review

  4. Published

    Pawlow'sche Steuerungen

    Ortner, R., 2006.

    Research output: Contribution to conferencePosterResearchpeer-review

  5. Published

    Linear dependence of stationary distributions in ergodic Markov decision processes

    Ortner, R., 2007, In: Operations Research Letters. 35, p. 619-626

    Research output: Contribution to journalArticleResearchpeer-review

  6. 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

  7. Published

    Online Regret Bounds for Markov Decision Processes with Deterministic Transitions

    Ortner, R., 2008, Proceedings of the 19th International Conference on Algorithmic Learning Theory. p. 123-137

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

  8. Published

    Exploiting Similarity Information in Reinforcement Learning. Similarity Models for Multi-Armed Bandits and MDPs

    Ortner, R., 2010, Proceedings of the 2nd International Conference on Agents and Artificial Intelligence, Volume 1 (Artificial Intelligence). p. 203-210

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

  9. Published

    Reinforcement Learning

    Ortner, R., 2009.

    Research output: Contribution to conferencePosterResearchpeer-review

  10. Published

    Mechanizing Induction

    Ortner, R. & Leitgeb, H., 2011, Handbook of the History of Logic, Volume 10: Inductive Logic. p. 719-772

    Research output: Chapter in Book/Report/Conference proceedingChapterResearch