1 code implementation • 11 Mar 2024 • Axel Abels, Elias Fernandez Domingos, Ann Nowé, Tom Lenaerts
Individual and social biases undermine the effectiveness of human advisers by inducing judgment errors which can disadvantage protected groups.
no code implementations • 2 May 2023 • Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé
Experts advising decision-makers are likely to display expertise which varies as a function of the problem instance.
1 code implementation • 25 Jun 2021 • Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé
Quite some real-world problems can be formulated as decision-making problems wherein one must repeatedly make an appropriate choice from a set of alternatives.
3 code implementations • 20 Sep 2018 • Axel Abels, Diederik M. Roijers, Tom Lenaerts, Ann Nowé, Denis Steckelmacher
In the dynamic weights setting the relative importance changes over time and specialized algorithms that deal with such change, such as a tabular Reinforcement Learning (RL) algorithm by Natarajan and Tadepalli (2005), are required.
Multi-Objective Reinforcement Learning reinforcement-learning