Chair of Information Technology (150)
Organisational unit: Chair
Activities
- 2024
Exploiting Structure in Undiscounted Reinforcement Learning in Markov Decision Processes
Ortner, R. (Speaker)
17 Jun 2024Activity: Talk or presentation › Oral presentation
- 2022
An Introduction to Reinforcement Learning
Hajiabolhassan, H. (Speaker)
11 Nov 2022Activity: Talk or presentation › Invited talk
MINT@Leoben
Orthaber, M. (Organiser), Orthaber, M. (Speaker), Irrgeher, J. (Organiser), Antretter, T. (Contributor), Paris, O. (Contributor), Thuswaldner, J. (Contributor), Auer, P. (Contributor), Prohaska, T. (Contributor), Wohlfahrt, A. (Speaker), Paulik, A. (Speaker), Loder, B. (Speaker), Scherounigg, C. (Speaker), Mori, G. K. (Speaker), Deutsch, J. (Speaker), Zeilinger, K. (Speaker), Feiner, L. (Speaker), Feiner, M. (Speaker), Ruetz, M. (Speaker), Reitgruber, M. (Speaker), Auer, M. (Speaker), Truschner, M. (Speaker), Lashin, N. (Speaker), Lechner, R. (Contributor), Ulm, T. (Speaker), Meisel, T. (Speaker), Prötsch, T. (Speaker), Ammerer, G. (Speaker), Bandoniene, D. (Speaker), Domberger, P. (Speaker), Moser, K. (Speaker), Peer, L. (Speaker), Rauscher, M. (Speaker), Tauderer, B. (Speaker), Trimmel, S. (Speaker) & Wohlfahrt, A. (Speaker)
19 Sept 2022 → 23 Sept 2022Activity: Other › Types of Public engagement and outreach - Public lecture/debate/seminar
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, HHI
Auer, P. (Visiting researcher)
23 Aug 2022 → 25 Aug 2022Activity: Visiting an external institution › Visiting an external academic institution
Following in-situ crack propagation
Schmuck, K. S. (Speaker), Antenreiter, M. (contributor) & Kiener, D. (contributor)
8 Jun 2022Activity: Talk or presentation › Oral presentation
Exploration in reinforcement learning and multi-armed bandits
Auer, P. (Speaker)
24 May 2022Activity: Talk or presentation › Invited talk
- 2021
University of Pannonia, Veszprem
Auer, P. (Visiting researcher)
15 Sept 2021 → 16 Sept 2021Activity: Visiting an external institution › Visiting an external academic institution
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
34th Annual Conference on Learning Theory (COLT 2021)
Auer, P. (Participant)
15 Aug 2021 → 19 Aug 2021Activity: Participating in or organising an event › Participation in conference
MINT@Leoben
Orthaber, M. (Organiser), Orthaber, M. (Speaker), Irrgeher, J. (Organiser), Antretter, T. (Contributor), Paris, O. (Contributor), Thuswaldner, J. (Contributor), Auer, P. (Contributor), Prohaska, T. (Contributor), Wohlfahrt, A. (Speaker), Paulik, A. (Speaker), Loder, B. (Speaker), Scherounigg, C. (Speaker), Mori, G. K. (Speaker), Deutsch, J. (Speaker), Byloff, J. (Speaker), Zeilinger, K. (Speaker), Feiner, L. (Speaker), Feiner, M. (Speaker), Löffler, M. (Speaker), Ruetz, M. (Speaker), Reitgruber, M. (Speaker), Auer, M. (Speaker), Truschner, M. (Speaker), Lashin, N. (Speaker), Lechner, R. (Contributor), Ulm, T. (Speaker), Meisel, T. (Speaker), Prötsch, T. (Speaker) & Flachberger, W. (Speaker)
28 Jun 2021 → 8 Jul 2021Activity: Other › Types of Public engagement and outreach - Public lecture/debate/seminar
Regret Bounds for Reinforcement Learning and other Results of Computational Learning Theory
Ortner, R. (Speaker)
21 Apr 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 2018
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
