Ronald Ortner
Research output
- 2010
- Published
Near-optimal Regret Bounds for Reinforcement Learning
Jaksch, T., Ortner, R. & Auer, P., 2010, In: Journal of machine learning research (JMLR). 11, p. 1563-1600Research output: Contribution to journal › Article › Research › peer-review
- Published
Online Regret Bounds for Markov Decision Processes with Deterministic Transitions
Ortner, R., 2010, In: Theoretical Computer Science. 411, p. 2684-2695Research output: Contribution to journal › Article › Research › peer-review
- Published
UCB Revisited: Improved Regret Bounds for the Stochastic Multi-Armed Bandit Problem
Auer, P. & Ortner, R., 2010, In: Periodica Mathematica Hungarica. 61, p. 55-65Research output: Contribution to journal › Article › Research › peer-review
- 2011
- Published
Mechanizing Induction
Ortner, R. & Leitgeb, H., 2011, Handbook of the History of Logic, Volume 10: Inductive Logic. p. 719-772Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research
- Published
PAC-Bayesian Analysis of Contextual Bandits
Seldin, Y., Auer, P., Laviolette, F., Shawe-Taylor, J. S. & Ortner, R., 2011.Research output: Contribution to conference › Poster › Research › peer-review
- 2012
- Published
Online Regret Bounds for Undiscounted Continuous Reinforcement Learning
Ortner, R. & Ryabko, D., 2012, Advances in Neural Information Processing Systems 25. MIT Press, p. 1772-1780Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Online Regret Bounds for Undiscounted Continuous Reinforcement Learning
Ortner, R. & Ryabko, D., 2012.Research output: Contribution to conference › Poster › Research › peer-review
- 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. 1683-1691Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Regret Bounds for Restless Markov Bandits
Ortner, R., Ryabko, D., Auer, P. & Munos, R., 2012, Algorithmic Learning Theory 23rd International Conference, ALT 2012, Lyon, France, October 29-31, 2012. Proceedings. p. 214-228Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 2013
- Published
Adaptive Aggregation for Reinforcement Learning in Average Reward Markov Decision Processes
Ortner, R., 2013, In: Annals of operations research. 208, p. 321-336Research output: Contribution to journal › Article › Research › peer-review
