Chair of Information Technology (150)
Organisational unit: Chair
Research output
- 2011
- Published
Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences
Maillard, O-A., 2011, Proceedings of the 24th Annual Conference on Learning Theory. p. 497-514Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 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
Models for Autonomously Motivated Exploration in Reinforcement Learning
Auer, P., Lim, S. H. & Watkins, C., 2011, The Fourteenth International Conference on Discovery Science (DS 2011). p. 29-29Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Noisy Search with Comparative Feedback
Auer, P. & Lim, S. H., 2011.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., 2011.Research output: Contribution to conference › Poster › Research › peer-review
- Published
Selecting the State-Representation in Reinforcement Learning
Maillard, O-A., 2011, Advances in Neural Information Processing Systems 24. p. 2627-2635Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Sparse recovery with Brownian sensing
Maillard, O-A., 2011, Advances in Neural Information Processing Systems 24. p. 1782-1790Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- Published
Upper-Confidence-Bound Algorithms for Active Learning in Mulit-armed Bandits
Auer, P., Carpentier, A., Lazaric, A., Ghavamzadeh, M. & Munos, R., 2011, The 22nd International Conference on Algorithmic Learning Theory. p. 189-203Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
- 2010
- Published
Evaluation of Active Learning Query Strategies
Antenreiter, M. & Jaksch, T., 2010.Research output: Contribution to conference › Poster › Research › peer-review
- 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. 203-210Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
