Research output per year
Research output per year
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Adaptive Algorithms for Meta-Induction
Ortner, R., 7 Oct 2023, In: Journal for general philosophy of science = Zeitschrift für allgemeine Wissenschaftstheorie. 54.2023, 3, p. 433–450 18 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
A Reinforcement Learning Approach for Real-Time Autonomous Decision-Making in Well Construction
Keshavarz, S., Vita, P., Rückert, E., Ortner, R. & Thonhauser, G., 19 Jan 2023, SPE AI Symposium 2023: Leveraging Artificial Intelligence to Shape the Future of the Energy Industry. (Society of Petroleum Engineers - SPE Symposium: Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, AIS 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Autonomous Exploration for Navigating in MDPs Using Blackbox RL Algorithms
Gajane, P., Auer, P. & Ortner, R., 2023, Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23). p. 3714-3722Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Online Regret Bounds for Satisficing in MDPs
Hajiabolhassan, H. & Ortner, R., 2023, (Accepted/In press).Research output: Contribution to conference › Poster › Research › peer-review
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Regret Bounds for Satisficing in Multi-Armed Bandit Problems
Michel, T., Hajiabolhassan, H. & Ortner, R., 7 Jun 2023, In: Transactions on machine learning research. 2023, August, 19 p.Research output: Contribution to journal › Article › Research › peer-review
Activities
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Exploiting Structure in Undiscounted Reinforcement Learning in Markov Decision Processes
Ronald Ortner (Speaker)
17 Jun 2024Activity: Talk or presentation › Oral presentation
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Reinforcement Learning in Markov decision processes
Ronald Ortner (Speaker)
9 Sept 2021Activity: Talk or presentation › Oral presentation
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Regret Bounds for Reinforcement Learning via Markov Chain Concentration
Ronald Ortner (Speaker)
26 Aug 2021Activity: Talk or presentation › Oral presentation
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Regret Bounds for Reinforcement Learning and other Results of Computational Learning Theory
Ronald Ortner (Speaker)
21 Apr 2021Activity: Talk or presentation › Oral presentation
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Stochastic Bandits with Changing Reward Distributions
Ronald Ortner (Speaker)
26 Sept 2019Activity: Talk or presentation › Invited talk