Research output per year
Research output per year
Fingerprint
Dive into the research topics where Axel Bernard A Abels is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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Dealing with Expert Bias in Collective Decision-Making
Abels, A., Lenaerts, T., Trianni, V. & Nowe, A., Jul 2023, In: Artificial Intelligence. 320, 22 p., 103921.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making
Abels, A., Lenaerts, T., Trianni, V. & Nowe, A., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. JMLR, Vol. 202. p. 79-90 12 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
Collective Decision-Making as a Contextual Multi-armed Bandit Problem
Abels, A., Lenaerts, T., Trianni, V. & Nowé, A., Nov 2020, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Science and Business Media Deutschland GmbH, p. 113-124 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12496 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems
Abels, A., Lenaerts, T., Trianni, V. & Nowé, A., Nov 2020, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Science and Business Media Deutschland GmbH, p. 125-138 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12496 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
2 Citations (Scopus) -
Dynamic weights in multi-objective deep reinforcement learning
Abels, A., Roijers, D. M., Lenaerts, T., Nowe, A. & Steckelmacher, D., 2019, 36th International Conference on Machine Learning, ICML 2019 . International Machine Learning Society (IMLS), Vol. 97. p. 11-20 (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile87 Citations (Scopus)430 Downloads (Pure)
Prizes
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Best Paper Award
Abels, Axel Bernard A (Recipient), 2 Dec 2020
Prize: Prize (including medals and awards)
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Best regular paper award
Lenaerts, Tom (Recipient), Abels, Axel Bernard A (Recipient), Nowe, Ann (Recipient) & Trianni, V. (Recipient), 2020
Prize: Prize (including medals and awards)
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Best Thesis Abstract Award
Abels, Axel Bernard A (Recipient), 9 Nov 2018
Prize: Prize (including medals and awards)
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BNVKI Best Thesis Abstract Award
Abels, Axel Bernard A (Recipient), Roijers, Diederik M. (Recipient) & Lenaerts, Tom (Recipient), Nov 2018
Prize: Prize (including medals and awards)
Activities
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A New Approach to Handle Non-stationarity in Collective Decision-Making with Experts
Axel Abels (Speaker)
20 Oct 2022Activity: Talk or presentation › Talk or presentation at a conference
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Decisions Collectives
Axel Abels (Speaker)
26 Mar 2021Activity: Talk or presentation › Talk at a festival/exhibition
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How Expert Confidence Can Improve Collective Decison-Making in Contextual Multi-armed Bandit Problems
Axel Abels (Speaker)
18 Jun 2020Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-armed Bandit Problems
Axel Abels (Speaker)
30 Nov 2020Activity: Talk or presentation › Talk or presentation at a conference
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ACM Collective Intelligence Conference
Axel Abels (Participant)
18 Jun 2020Activity: Participating in or organising an event › Participation in conference