Ronald Ortner
Research output
- 2008
- Published
Near-optimal Regret Bounds for Reinforcement Learning
Auer, P., Jaksch, T. & Ortner, R., 2008.Research output: Contribution to conference › Poster › Research › peer-review
- 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. 123-137Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Optimism in the Face of Uncertainty Should be Refutable
Ortner, R., 2008, In: Minds and Machines. 18, p. 521-526Research output: Contribution to journal › Article › Research › peer-review
- 2007
- Published
A new PAC bound for intersection-closed concept classes
Auer, P. & Ortner, R., 2007, In: Machine learning. 66, p. 151-163Research output: Contribution to journal › Article › Research › peer-review
- Published
Improved Rates for the Stochastic Continuum-Armed Bandit Problem
Auer, P., Ortner, R. & Szepesvári, C., 2007, Proceedings of the 20th Annual Conference on Learning Theory. Springer, p. 454-468Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Linear dependence of stationary distributions in ergodic Markov decision processes
Ortner, R., 2007, In: Operations Research Letters. 35, p. 619-626Research output: Contribution to journal › Article › Research › peer-review
- Published
Logarithmic online regret bounds for undiscounted reinforcement learning
Auer, P. & Ortner, R., 2007, Advances in Neural Information Processing Systems 19. MIT Press, p. 49-56Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 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. 828-844Research output: Contribution to journal › Article › Research › peer-review
- 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. 373-387Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 2006
- Published
Empirical evaluation of a new online reinforcement learning algorithm
Auer, P., Jaksch, T. & Ortner, R., 2006Research output: Book/Report › Commissioned report › Transfer › peer-review
- Published
Logarithmic online regret bounds for undiscounted reinforcement learning
Auer, P. & Ortner, R., 2006.Research output: Contribution to conference › Poster › Research › peer-review
- Published
Pawlow'sche Steuerungen
Ortner, R., 2006.Research output: Contribution to conference › Poster › Research › peer-review
- 2005
- Published
A boosting approach to multiple-instance learning
Auer, P. & Ortner, R., 2005Research output: Book/Report › Commissioned report › Transfer › peer-review
- Published
An Arrangement of Pseudocircles not Realizable with Circles
Linhart, J. & Ortner, R., 2005, In: Beiträge zur Algebra und Geometrie = Contributions to algebra and geometry. 46, p. 351-356Research output: Contribution to journal › Article › Research › peer-review
- Published
Combinations and Mixtures of Optimal Policies in Unichain MDPs are Optimal: arXiv.org e-Print archive
Ortner, R., 2005Research output: Non-textual form › Web publication/site › Research
- Published
Online Regret Bounds for a New Reinforcement Learning Algorithm
Auer, P. & Ortner, R., 2005, 1st Austrian Cognitive Vision Workshop. Österr. Computer-Ges., p. 35-42Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 2004
- Published
A Boosting Approach to Multiple Instance Learning
Auer, P. & Ortner, R., 2004, Machine Learning, 15th European Conference on Machine Learning, ECML 2004. Springer, p. 63-74Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
A New PAC-bound for Intersection-closed Concept Classes
Auer, P. & Ortner, R., 2004, Learning Theory, 17th Annual Conference on Learning Theory. Springer, p. 408-414Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
On the Combinatorial Structure of Arrangements of Oriented Pseudocircles
Linhart, J. & Ortner, R., 2004, In: The journal of combinatorics. 11, p. R30-R30Research output: Contribution to journal › Article › Research › peer-review
