Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Axel Bernard A Abels actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
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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 blz., 103921.Onderzoeksoutput: Article › peer review
2 Citaten (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. blz. 79-90 12 blz. (Proceedings of Machine Learning Research).Onderzoeksoutput: 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, blz. 113-124 12 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12496 LNAI).Onderzoeksoutput: 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, blz. 125-138 14 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12496 LNAI).Onderzoeksoutput: Conference paper
2 Citaten (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. blz. 11-20 (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).Onderzoeksoutput: Conference paper
Open AccessBestand88 Citaten (Scopus)431 Downloads (Pure)
Prijzen
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Best Paper Award
Abels, Axel Bernard A (Recipient), 2 dec 2020
Prijs: 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
Prijs: Prize (including medals and awards)
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Best Thesis Abstract Award
Abels, Axel Bernard A (Recipient), 9 nov 2018
Prijs: 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
Prijs: Prize (including medals and awards)
Activiteiten
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A New Approach to Handle Non-stationarity in Collective Decision-Making with Experts
Axel Abels (Speaker)
20 okt 2022Activiteit: Talk or presentation at a conference
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How Expert Confidence Can Improve Collective Decison-Making in Contextual Multi-armed Bandit Problems
Axel Abels (Speaker)
18 jun 2020Activiteit: 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 2020Activiteit: Talk or presentation at a conference
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ACM Collective Intelligence Conference
Axel Abels (Participant)
18 jun 2020Activiteit: Participation in conference