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Axel Abels
Axel Abels
Verified email at ulb.ac.be
Title
Cited by
Cited by
Year
Dynamic weights in multi-objective deep reinforcement learning
A Abels, D Roijers, T Lenaerts, A Nowé, D Steckelmacher
International conference on machine learning, 11-20, 2019
1482019
Dealing with expert bias in collective decision-making
A Abels, T Lenaerts, V Trianni, A Nowé
Artificial Intelligence 320, 103921, 2023
52023
How expert confidence can improve collective decision-making in contextual multi-armed bandit problems
A Abels, T Lenaerts, V Trianni, A Nowé
International Conference on Computational Collective Intelligence, 125-138, 2020
22020
Collective decision-making as a contextual multi-armed bandit problem
A Abels, T Lenaerts, V Trianni, A Nowé
International Conference on Computational Collective Intelligence, 113-124, 2020
22020
Resolving Knowledge Limitations for Improved Collective Intelligence: A novel online machine learning approach
A Abels
Vrije Universiteit Brussel, Faculteit Wetenschappen en Bio …, 2024
2024
Mitigating Biases in Collective Decision-Making: Enhancing Performance in the Face of Fake News
A Abels, EF Domingos, A Nowé, T Lenaerts
arXiv preprint arXiv:2403.08829, 2024
2024
Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making
A Abels, T Lenaerts, V Trianni, A Nowé
40th International conference on machine learning, 79-90, 2023
2023
Mitigating Biases and Reward Uncertainty in Collective Decision-Making
A Abels, T Lenaerts, A Nowé
CHAI workshop 2023, 2023
2023
A New Approach to Handle Non-Stationarity in Collective Decision-Making
A Abels, T Lenaerts, V Trianni, A Nowé
ACM Collective Intelligence conference, 2022
2022
A Novel Approach to Handle Non-stationarity in Collective Decision-Making with Experts
A Abels, T Lenaerts, V Trianni, A Nowé
2022
Bias Mitigation in Decision-Making with Expert Advice
A Abels, E Fernandez Domingos, T Lenaerts, V Trianni, A Nowé
Benelux AI Conference (BNAIC) and Benelux machine learning conference …, 2022
2022
Thesis abstract: Dynamic Weights in Multi-Objective Reinforcement Learning
A Abels, DM Roijers, T Lenaerts
30th Benelux Conference, BNAIC 2018, 2018
2018
Thesis abstract: Dynamic Weights in Multi-Objective Deep Reinforcement Learning
A Abels, DM Roijers, T Lenaerts
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