Axel Abels

According to our database, Axel Abels authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Mitigating Biases in Collective Decision-Making: Enhancing Performance in the Face of Fake News.

Axel Abels, Elias Fernández Domingos, Ann Nowé, Tom Lenaerts

CoRR, 2024

2023

Dealing with expert bias in collective decision-making.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Artif. Intell., July, 2023

Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Proceedings of the International Conference on Machine Learning, 2023

2020

How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Collective Decision-Making as a Contextual Multi-armed Bandit Problem.

Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

2019

Dynamic Weights in Multi-Objective Deep Reinforcement Learning.

Axel Abels, Diederik M. Roijers, Tom Lenaerts, Ann Nowé, Denis Steckelmacher

Proceedings of the 36th International Conference on Machine Learning, 2019