Chair of Information Technology (150)
Organisational unit: Chair
Activities
- 2021
Reinforcement Learning in Markov decision processes
Ortner, R. (Speaker)
9 Sept 2021Activity: Talk or presentation › Oral presentation
Regret Bounds for Reinforcement Learning via Markov Chain Concentration
Ortner, R. (Speaker)
26 Aug 2021Activity: Talk or presentation › Oral presentation
- 2019
Inria Lille-Nord Europe
Auer, P. (Visiting researcher)
5 Nov 2019 → 7 Nov 2019Activity: Visiting an external institution › Visiting an external academic institution
Stochastic Bandits with Changing Reward Distributions
Ortner, R. (Speaker)
26 Sept 2019Activity: Talk or presentation › Invited talk
Reliability in Machine Learning
Auer, P. (Speaker)
16 Sept 2019Activity: Talk or presentation › Invited talk
Bourel Hippolyte
Auer, P. (Host)
9 Sept 2019 → 6 Dec 2019Activity: Hosting a visitor › Hosting an academic visitor
Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes
Ortner, R. (Speaker)
26 Jun 2019Activity: Talk or presentation › Oral presentation
University of Liège
Auer, P. (Visiting researcher)
30 Apr 2019Activity: Visiting an external institution › Visiting an external academic institution
University of Pannonia, Veszprem
Ortner, R. (Visiting researcher)
14 Apr 2019 → 16 Apr 2019Activity: Visiting an external institution › Visiting an external academic institution
- 2018
Inria Lille-Nord Europe
Auer, P. (Visiting researcher), Ortner, R. (Visiting researcher) & Gajane, P. (Visiting researcher)
30 Sept 2018 → 4 Oct 2018Activity: Visiting an external institution › Visiting an external academic institution
University of Pannonia, Veszprem
Auer, P. (Visiting researcher)
12 Sept 2018 → 13 Sept 2018Activity: Visiting an external institution › Visiting an external academic institution
A Sliding-Window Approach for Reinforcement Learning in MDPs with Arbitrarily Changing Rewards and Transitions
Gajane, P. (Speaker), Ortner, R. (contributor) & Auer, P. (contributor)
14 Jul 2018Activity: Talk or presentation › Invited talk
KTH-Royal Institute of Technology
Auer, P. (Visiting researcher)
5 Jul 2018 → 9 Jul 2018Activity: Visiting an external institution › Visiting an external academic institution
Universitat Pompeu Fabra
Auer, P. (Visiting researcher), Ortner, R. (Visiting researcher) & Gajane, P. (Visiting researcher)
3 Feb 2018 → 6 Feb 2018Activity: Visiting an external institution › Visiting an external academic institution
Tibor Dulai
Auer, P. (Host)
22 Jan 2018 → 26 Jan 2018Activity: Hosting a visitor › Hosting an academic visitor
- 2017
KTH-Royal Institute of Technology
Ortner, R. (Visiting researcher)
19 Dec 2017 → 20 Dec 2017Activity: Visiting an external institution › Visiting an external academic institution
Minimizing Regret in Combinatorial Bandits and Reinforcement Learning
Ortner, R. (Speaker)
19 Dec 2017Activity: Talk or presentation › Oral presentation
Inria Lille-Nord Europe
Ortner, R. (Visiting researcher)
18 Dec 2017Activity: Visiting an external institution › Visiting an external academic institution
First i-KNOW Data Science Challenge
Antenreiter, M. (Participant)
12 Oct 2017Activity: Participating in or organising an event › Participation in workshop, seminar, course
International Conference on Knowledge Technologies and Data-driven Business - i-KNOW 2017
Antenreiter, M. (Participant)
11 Oct 2017 → 12 Oct 2017Activity: Participating in or organising an event › Participation in conference
The Principle of Optimism for Sequential Decision-Making Under Uncertainty
Auer, P. (Speaker)
27 Sept 2017Activity: Talk or presentation › Invited talk
University of Pannonia, Veszprem
Auer, P. (Visiting researcher)
7 Sept 2017 → 8 Sept 2017Activity: Visiting an external institution › Visiting an external academic institution
3rd Hybrid Modeling Summer School
Antenreiter, M. (Participant)
5 Jul 2017 → 7 Jul 2017Activity: Participating in or organising an event › Participation in workshop, seminar, course
Regret Bounds for Average Reward MDPs
Ortner, R. (Speaker)
23 May 2017Activity: Talk or presentation › Oral presentation
Regret Bounds for Average Reward MDPs
Ortner, R. (Speaker)
23 May 2017Activity: Other › Types of External academic engagement - Invited talk
Universidad Autonoma de San Luis Potosi
Ortner, R. (Visiting researcher)
22 May 2017 → 25 May 2017Activity: Visiting an external institution › Visiting an external academic institution
Agnes Werner-Starkne
21 May 2017 → 24 May 2017Activity: Hosting a visitor › Hosting an academic visitor
Binary classification of uneven geochemical datasets
Antenreiter, M. (Speaker) & Rantitsch, G. (Speaker)
9 Jan 2017 → 10 Jan 2017Activity: Talk or presentation › Oral presentation
- 2016
European Workshop on Reinforcement Learning
Ortner, R. (Speaker)
4 Dec 2016Activity: Participating in or organising an event › Participation in workshop, seminar, course
Some Open Problems for Average Reward MDPs
Ortner, R. (Speaker)
4 Dec 2016Activity: Other › Types of External academic engagement - Invited talk
Regret and Model Selection in Reinforcement Learning
Ortner, R. (Speaker)
15 Nov 2016Activity: Other › Types of External academic engagement - Invited talk
A single optimal algorithm for both easy (stochastic) and hard (adversarial) multi-armed bandit problems
Auer, P. (Speaker)
9 Nov 2016Activity: Other › Types of External academic engagement - Invited talk
Exploration-exploitation Trade-Offs in Learning
Auer, P. (Speaker)
5 Oct 2016Activity: Other › Types of External academic engagement - Invited talk
A single optimal algorithm for both easy (stochastic) and hard (adversarial) multi-armed bandit problems
Auer, P. (Speaker)
6 Sept 2016Activity: Other › Types of External academic engagement - Invited talk
Conference on Learning Theory 2016
Auer, P. (Speaker)
23 Jun 2016Activity: Participating in or organising an event › Participation in conference
- 2015
Einsetzung und Konstituierung der Habilitationskommission Dr. Matthew Harker B.Eng.
O'Leary, P. (Member)
2 Dec 2015 → 30 Jun 2016Activity: Other › Types of External academic engagement - Contribution to the work of national or international committees and working groups
Reinforcement Learning
Auer, P. (Speaker)
1 Sept 2015Activity: Other › Types of External academic engagement - Invited talk
International Conference on Machine Learning
Ortner, R. (Speaker)
7 Jul 2015Activity: Participating in or organising an event › Participation in conference
Stochastic Multiarmed Bandits, UCB, UCRL2
Auer, P. (Speaker)
28 Jun 2015 → 2 Jul 2015Activity: Other › Types of External academic engagement - Invited talk
Chalmers Machine Learning Summer School
Ortner, R. (Speaker)
30 Apr 2015Activity: Participating in or organising an event › Participation in workshop, seminar, course
Improved Regret Bounds for Undiscounted Continuous Reinforcement Learning
Kailasam, L. (Speaker)
5 Mar 2015Activity: Other › Types of External academic engagement - Invited talk
Improved Regret Bounds for Undiscounted Continuous Reinforcement Learning
Kailasam, L. (Speaker)
4 Mar 2015Activity: Other › Types of External academic engagement - Invited talk
- 2014
NIPS Workshop: "From Bad Models to Good Policies (Sequential Decision Making under Uncertainty)"
Ortner, R. (Invited speaker)
12 Dec 2014Activity: Participating in or organising an event › Participation in conference
25th International Conference on Algorithmic Learning Theory, ALT 2014
Ortner, R. (Speaker)
9 Oct 2014Activity: Participating in or organising an event › Participation in conference
Large-scale Online Learning and Decision Making Workshop 2014
Ortner, R. (Speaker)
11 Sept 2014Activity: Participating in or organising an event › Participation in conference
Asymptotic results in probability and statistics
Auer, P. (Invited speaker)
21 Aug 2014 → 23 Aug 2014Activity: Participating in or organising an event › Participation in conference
- 2013
European Workshop on Reinforcement Learning 2013
Ortner, R. (Speaker)
5 Aug 2013Activity: Participating in or organising an event › Participation in conference
Third EUCogIII Members Conference
Auer, P. (Speaker)
10 Apr 2013 → 11 Apr 2013Activity: Participating in or organising an event › Participation in conference
- 2012
Algorithmic Learning Theory 23rd International Conference, ALT 2012
Auer, P. (Speaker)
30 Oct 2012Activity: Participating in or organising an event › Participation in conference
Algorithmic Learning Theory 23rd International Conference, ALT 2012
Ortner, R. (Speaker)
30 Oct 2012Activity: Participating in or organising an event › Participation in conference
SequeL seminar
Ortner, R. (Speaker)
12 Oct 2012Activity: Participating in or organising an event › Participation in conference
Conference on Uncertainty in Artificial Intelligence (UAI 2012)
Auer, P. (Speaker)
15 Aug 2012 → 17 Aug 2012Activity: Participating in or organising an event › Participation in conference
European Workshop on Reinforcement Learning 2012
Auer, P. (Speaker)
30 Jun 2012Activity: Participating in or organising an event › Participation in conference
SequeL seminar
Ortner, R. (Speaker)
3 Feb 2012Activity: Participating in or organising an event › Participation in conference
- 2011
New Frontiers in Model Order Selection, Workshop NIPS 2011
Auer, P. (Invited speaker)
16 Dec 2011Activity: Participating in or organising an event › Participation in conference
The 22nd International Conference on Algorithmic Learning Theory (ALT 2011)
Lim, S. H. (Invited speaker)
5 Oct 2011 → 7 Oct 2011Activity: Participating in or organising an event › Participation in conference
9th European Workshop on Reinforcement Learning
Auer, P. (Invited speaker)
9 Sept 2011 → 11 Sept 2011Activity: Participating in or organising an event › Participation in conference
International Conference on Adaptive and Intelligent Systems - ICAIS 2011
Auer, P. (Invited speaker)
6 Sept 2011 → 8 Sept 2011Activity: Participating in or organising an event › Participation in conference
Exploration and Curiosity in Robot Learning and Inference, Dagstuhl Seminar 11131
Auer, P. (Invited speaker)
27 Mar 2011 → 1 Apr 2011Activity: Participating in or organising an event › Participation in conference
- 2010
Mathematical reviews (Journal)
Ortner, R. (Peer reviewer)
27 Oct 2010Activity: Publication peer-review and editorial work › Publication peer-review
IEEE intelligent systems (Journal)
Ortner, R. (Peer reviewer)
11 Oct 2010Activity: Publication peer-review and editorial work › Publication peer-review
SequeL Weekly Group Meeting
Auer, P. (Speaker)
17 Sept 2010Activity: Participating in or organising an event › Participation in conference
ICML 2010 Workshop on Reinforcement Learning and Search in Very Large Spaces
Auer, P. (Speaker)
25 Jun 2010Activity: Participating in or organising an event › Participation in conference
IEEE transactions on automatic control (Journal)
Ortner, R. (Peer reviewer)
14 May 2010Activity: Publication peer-review and editorial work › Publication peer-review
Mathematics of Operations Research (Journal)
Ortner, R. (Peer reviewer)
11 Mar 2010Activity: Publication peer-review and editorial work › Publication peer-review
Machine learning (Journal)
Ortner, R. (Peer reviewer)
11 Feb 2010Activity: Publication peer-review and editorial work › Publication peer-review
2nd International Conference on Agents and Artificial Intelligence (ICAART 2010)
Ortner, R. (Speaker)
24 Jan 2010Activity: Participating in or organising an event › Participation in conference
- 2009
IEEE transactions on automatic control (Journal)
Ortner, R. (Peer reviewer)
28 Nov 2009Activity: Publication peer-review and editorial work › Publication peer-review
Asymptotic results in probability and statistics
Auer, P. (Invited speaker)
5 Nov 2009 → 7 Nov 2009Activity: Participating in or organising an event › Participation in conference
Operations research (Journal)
Auer, P. (Peer reviewer)
1 Nov 2009 → 31 Dec 2009Activity: Publication peer-review and editorial work › Publication peer-review
7th International Conference on Computer Vision Systems
Antenreiter, M. (Speaker)
13 Oct 2009 → 15 Oct 2009Activity: Participating in or organising an event › Participation in conference
ÖMG + DMV Kongress 2009
Ortner, R. (Speaker)
22 Sept 2009Activity: Participating in or organising an event › Participation in conference
IEEE transactions on wireless communications (Journal)
Ortner, R. (Peer reviewer)
13 Aug 2009Activity: Publication peer-review and editorial work › Publication peer-review
Machine learning (Journal)
Ortner, R. (Peer reviewer)
23 Jun 2009Activity: Publication peer-review and editorial work › Publication peer-review
33rd Workshop of the Austrian Association for Pattern Recognition (AAPR/OAGM)
Antenreiter, M. (Speaker)
14 May 2009 → 15 May 2009Activity: Participating in or organising an event › Participation in conference
Journal of machine learning research (JMLR) (Journal)
Auer, P. (Peer reviewer)
1 May 2009 → 30 Jun 2009Activity: Publication peer-review and editorial work › Publication peer-review
Artificial intelligence (Journal)
Auer, P. (Peer reviewer)
1 Apr 2009 → 31 May 2009Activity: Publication peer-review and editorial work › Publication peer-review
IEEE transactions on automatic control (Journal)
Auer, P. (Peer reviewer)
1 Mar 2009 → 31 Aug 2009Activity: Publication peer-review and editorial work › Publication peer-review
THEORETICAL COMPUTER SCIENCE (Journal)
Auer, P. (Peer reviewer)
1 Mar 2009 → 31 Aug 2009Activity: Publication peer-review and editorial work › Publication peer-review
Journal of Zhejiang University / Science A (Computer and information science) (Journal)
Ortner, R. (Peer reviewer)
27 Feb 2009Activity: Publication peer-review and editorial work › Publication peer-review
Machine learning (Journal)
Auer, P. (Peer reviewer)
1 Jan 2009 → 31 Dec 2009Activity: Publication peer-review and editorial work › Publication peer-review
- 2008
International Workshop on Video Mining (VM'08) in association with IEEE International Conference on Data Mining
Leung, P. (Speaker)
19 Dec 2008Activity: Participating in or organising an event › Participation in conference
Forschungsseminar Philosophie (Philosophiekolloquium)
Ortner, R. (Speaker)
11 Dec 2008Activity: Participating in or organising an event › Participation in conference
Journal of computer and system sciences (JCSS) (Journal)
Auer, P. (Guest editor)
1 Dec 2008 → 31 Dec 2008Activity: Publication peer-review and editorial work › Editorial activity
19th International Conference on Algorithmic Learning Theory
Ortner, R. (Speaker)
16 Oct 2008Activity: Participating in or organising an event › Participation in conference
Journal of machine learning research (JMLR) (Journal)
Ortner, R. (Peer reviewer)
10 Oct 2008Activity: Publication peer-review and editorial work › Publication peer-review
History of Computer Vision
Auer, P. (Invited speaker)
9 May 2008Activity: Participating in or organising an event › Participation in conference
24th European Workshop on Computational Geometry
Ortner, R. (Speaker)
18 Mar 2008Activity: Participating in or organising an event › Participation in conference
Data & knowledge engineering (Journal)
Ortner, R. (Peer reviewer)
12 Feb 2008Activity: Publication peer-review and editorial work › Publication peer-review
ÖGAI-Journal (Journal)
Ortner, R. (Guest editor)
29 Jan 2008 → 14 Mar 2008Activity: Publication peer-review and editorial work › Editorial activity
PASCAL Symposium
Auer, P. (Invited speaker)
27 Jan 2008 → 29 Jan 2008Activity: Participating in or organising an event › Participation in conference
Artificial intelligence (Journal)
Auer, P. (Peer reviewer)
1 Jan 2008 → 31 Dec 2008Activity: Publication peer-review and editorial work › Publication peer-review
Econometrica (Journal)
Auer, P. (Peer reviewer)
1 Jan 2008 → 31 Dec 2008Activity: Publication peer-review and editorial work › Publication peer-review
IEEE transactions on automatic control (Journal)
Auer, P. (Peer reviewer)
1 Jan 2008 → 31 Dec 2008Activity: Publication peer-review and editorial work › Publication peer-review
Journal of machine learning research (JMLR) (Journal)
Auer, P. (Peer reviewer)
1 Jan 2008 → 31 Dec 2008Activity: Publication peer-review and editorial work › Publication peer-review
Machine learning (Journal)
Auer, P. (Peer reviewer)
1 Jan 2008 → 31 Dec 2008Activity: Publication peer-review and editorial work › Publication peer-review
Mathematical reviews (Journal)
Auer, P. (Peer reviewer)
1 Jan 2008 → 31 Dec 2008Activity: Publication peer-review and editorial work › Publication peer-review
- 2007
18th International Conference on Algorithmic Learning Theory (ALT 2007)
Ortner, R. (Speaker)
3 Oct 2007Activity: Participating in or organising an event › Participation in conference
Advances in neural information processing systems (Journal)
Auer, P. (Peer reviewer)
1 Aug 2007 → 31 Aug 2007Activity: Publication peer-review and editorial work › Publication peer-review
Workshop: Analysis of reinforcement learning problems
Auer, P. (Invited speaker)
30 Jul 2007 → 3 Aug 2007Activity: Participating in or organising an event › Participation in conference
Workshop: Analysis of reinforcement learning problems
Auer, P. (Invited speaker)
30 Jul 2007 → 3 Aug 2007Activity: Participating in or organising an event › Participation in conference
The Twentieth Annual Conference on Learning Theory (COLT 2007)
Ortner, R. (Speaker)
15 Jun 2007Activity: Participating in or organising an event › Participation in conference
Artificial intelligence (Journal)
Ortner, R. (Peer reviewer)
27 Apr 2007Activity: Publication peer-review and editorial work › Publication peer-review
Machine learning (Journal)
Ortner, R. (Peer reviewer)
14 Mar 2007Activity: Publication peer-review and editorial work › Publication peer-review
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007 ; June 18-23, 2007, Minneapolis, MN) (Journal)
Auer, P. (Peer reviewer)
1 Feb 2007 → 28 Feb 2007Activity: Publication peer-review and editorial work › Publication peer-review
European Network for the Advancement of Artificial Cognitive Systems - 2nd Meeting
Antenreiter, M. (Speaker)
11 Jan 2007 → 12 Jan 2007Activity: Participating in or organising an event › Participation in conference
IEEE transactions on automatic control (Journal)
Auer, P. (Peer reviewer)
1 Jan 2007 → 31 Dec 2007Activity: Publication peer-review and editorial work › Publication peer-review
IEEE Transactions on Pattern Analysis and Machine Intelligence (Journal)
Auer, P. (Peer reviewer)
1 Jan 2007 → 31 Dec 2007Activity: Publication peer-review and editorial work › Publication peer-review
Journal of computer and system sciences (JCSS) (Journal)
Auer, P. (Peer reviewer)
1 Jan 2007 → 31 Dec 2007Activity: Publication peer-review and editorial work › Publication peer-review
Journal of machine learning research (JMLR) (Journal)
Auer, P. (Peer reviewer)
1 Jan 2007 → 31 Dec 2007Activity: Publication peer-review and editorial work › Publication peer-review
Machine learning (Journal)
Auer, P. (Peer reviewer)
1 Jan 2007 → 31 Dec 2007Activity: Publication peer-review and editorial work › Publication peer-review
Mathematical reviews (Journal)
Auer, P. (Peer reviewer)
1 Jan 2007 → 31 Dec 2007Activity: Publication peer-review and editorial work › Publication peer-review
Neurocomputing (Journal)
Auer, P. (Peer reviewer)
1 Jan 2007 → 31 Dec 2007Activity: Publication peer-review and editorial work › Publication peer-review
Operations research (Journal)
Auer, P. (Guest editor)
1 Jan 2007 → 31 Dec 2007Activity: Publication peer-review and editorial work › Editorial activity
- 2006
Nips 2006 Workshop: On-line Trading of Exploration and Exploitation
Auer, P. (Speaker)
8 Dec 2006Activity: Participating in or organising an event › Participation in conference
ESF Exploratory Workshop on "Applied Logic in the Methodology of Science"
Ortner, R. (Invited speaker)
8 Sept 2006 → 10 Sept 2006Activity: Participating in or organising an event › Participation in conference
2nd IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR 2006)
Savu-Krohn, C. (Speaker)
31 Aug 2006 → 2 Sept 2006Activity: Participating in or organising an event › Participation in conference
Second International Cognitive Vision Workshop (ICVW06)
Antenreiter, M. (Speaker)
13 May 2006Activity: Participating in or organising an event › Participation in conference
Second Pascal Challenge Workshop
Auer, P. (Invited speaker)
10 Apr 2006 → 12 Apr 2006Activity: Participating in or organising an event › Participation in conference
Journal of computer and system sciences (JCSS) (Journal)
Auer, P. (Peer reviewer)
1 Jan 2006 → 31 Dec 2006Activity: Publication peer-review and editorial work › Publication peer-review
Journal of computer and system sciences (JCSS) (Journal)
Auer, P. (Guest editor)
1 Jan 2006 → 31 Dec 2006Activity: Publication peer-review and editorial work › Editorial activity
Journal of machine learning research (JMLR) (Journal)
Auer, P. (Guest editor)
1 Jan 2006 → 31 Dec 2006Activity: Publication peer-review and editorial work › Editorial activity
Journal of machine learning research (JMLR) (Journal)
Auer, P. (Peer reviewer)
1 Jan 2006 → 31 Dec 2006Activity: Publication peer-review and editorial work › Publication peer-review
Machine learning (Journal)
Auer, P. (Peer reviewer)
1 Jan 2006 → 31 Dec 2006Activity: Publication peer-review and editorial work › Publication peer-review
Mathematical reviews (Journal)
Auer, P. (Peer reviewer)
1 Jan 2006 → 31 Dec 2006Activity: Publication peer-review and editorial work › Publication peer-review
Neurocomputing (Journal)
Auer, P. (Peer reviewer)
1 Jan 2006 → 31 Dec 2006Activity: Publication peer-review and editorial work › Publication peer-review
THEORETICAL COMPUTER SCIENCE (Journal)
Auer, P. (Peer reviewer)
1 Jan 2006 → 31 Dec 2006Activity: Publication peer-review and editorial work › Publication peer-review
- 2005
SZTAKI talks on Reinforcement Learning
Auer, P. (Speaker)
27 Oct 2005Activity: Participating in or organising an event › Participation in conference
EU PASCAL Workshop on Principled methods of trading exploration and exploitation
Auer, P. (Speaker)
6 Jul 2005 → 7 Jul 2005Activity: Participating in or organising an event › Participation in conference
Advances in neural information processing systems (Journal)
Ortner, R. (Peer reviewer)
16 Jun 2005 → 17 Jul 2005Activity: Publication peer-review and editorial work › Publication peer-review
Subspace, Latent Structure and Feature Selection techniques: Statistical and Optimisation perspectives Workshop
Savu-Krohn, C. (Speaker)
23 Feb 2005 → 25 Feb 2005Activity: Participating in or organising an event › Participation in conference
1st Austrian Cognitive Vision Workshop
Auer, P. (Speaker)
31 Jan 2005Activity: Participating in or organising an event › Participation in conference
1st Austrian Cognitive Vision Workshop
Antenreiter, M. (Speaker)
31 Jan 2005Activity: Participating in or organising an event › Participation in conference
1st Austrian Cognitive Vision Workshop
Ortner, R. (Speaker)
31 Jan 2005Activity: Participating in or organising an event › Participation in conference
Models of Behavioural Learning Workshop (at NIPS 2005)
Auer, P. (Invited speaker)
2005Activity: Participating in or organising an event › Participation in conference
- 2004
15th European Conference on Machine Learning, ECML 2004
Ortner, R. (Speaker)
20 Sept 2004 → 24 Sept 2004Activity: Participating in or organising an event › Participation in conference
17th Annual Conference on Learning Theory, COLT 2004
Auer, P. (Speaker)
3 Jul 2004Activity: Participating in or organising an event › Participation in conference