Research output

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2011
Published
Exploration and Exploitation in Online Learning
Auer, P., 2011, International Conference on Adaptive and Intelligent Symstems - ICAIS 2011. p. 2-2
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
Geochemical fingerprinting of coltan ores by machine learning on uneven data sets
Savu-Krohn, C., Rantitsch, G., Auer, P., Melcher, F. & Graupner, T., 2011, In: Natural Resources Research. 20, p. 177-191
Research output: Contribution to journal › Article › Research › peer-review
Published
Geochemical fingerprinting of coltan ores by machine learning on uneven datasets
Savu-Krohn, C., Rantitsch, G., Auer, P., Melcher, F. & Graupner, T., 2011, In: Natural Resources Research. 20, 3, p. 177-191
Research output: Contribution to journal › Article › Research › peer-review
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. 29-29
Research 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
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. 189-203
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2010
Published
Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval
Hussain, Z., Leung, P., Pasupa, K., Hardoon, D., Auer, P. & Shawe-Taylor, J., 2010, Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval. p. 2010-2010
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
Geochemical fingerprinting of Coltan ores by machine learning on uneven datasets
Savu-Krohn, C., Rantitsch, G., Auer, P., Melcher, F. & Graupner, T., 2010, Geochemical fingerprinting of Coltan ores by machine learning on uneven datasets. Geoaustria, p. 217-218
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Published
Near-optimal Regret Bounds for Reinforcement Learning
Jaksch, T., Ortner, R. & Auer, P., 2010, In: Journal of machine learning research (JMLR). 11, p. 1563-1600
Research output: Contribution to journal › Article › Research › peer-review

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Research Portal

Research output

Exploration and Exploitation in Online Learning

Geochemical fingerprinting of coltan ores by machine learning on uneven data sets

Geochemical fingerprinting of coltan ores by machine learning on uneven datasets

Models for Autonomously Motivated Exploration in Reinforcement Learning

Noisy Search with Comparative Feedback

PAC-Bayesian Analysis of Contextual Bandits

Upper-Confidence-Bound Algorithms for Active Learning in Mulit-armed Bandits

Exploration-Exploitation of Eye Movement Enriched Multiple Feature Spaces for Content-Based Image Retrieval

Geochemical fingerprinting of Coltan ores by machine learning on uneven datasets

Near-optimal Regret Bounds for Reinforcement Learning

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