Research activities

I am involved in the following active/past projects:

I had the privilege and pleasure to participate in the mentoring of the following students:

  • PhD Students:
    • 2023- Timon Deschamps
  • Graduate Students:
    • 2025 Valentin Rieu
    • 2024 Marceau Nahon
    • 2023 Clément Scheirlinck
    • 2022 Najib El Khadir
    • 2021 Benoît Alcazar
    • 2021 Imran Krimi
    • 2020 Jérémy Duval

Publications

Multi-objective reinforcement learning: an ethical perspective
Reinforcement learning (RL) is becoming more prevalent in practical domains with human implications, raising ethical questions. …
Timon Deschamps, Rémy Chaput, Laetitia Matignon
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Multi-objective reinforcement learning: an ethical perspective
Reinforcement learning (RL) is becoming more prevalent in practical domains with human implications, raising ethical questions. …
Timon Deschamps, Rémy Chaput, Laetitia Matignon
Cite HAL
Learning to identify and settle dilemmas through contextual user preferences
This paper presents a novel Multi-Objective Reinforcement Learning approach to settle dilemmas, by putting humans in the loop.
Rémy Chaput, Laetitia Matignon, Mathieu Guillermin
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Ethical Smart Grid: a Gym environment for learning ethical behaviours
Paper published in the Journal of Open-Source Software, alongside the source code for our ethical-smart-grid simulator. This simulator focuses on ethical behaviours within a Smart Grid, and is based on Gym (Reinforcement Learning).
Clément Scheirlinck, Rémy Chaput, Salima Hassas
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Learning multi-value ethical behaviours by combining symbolic judging agents and learning agents
Journal paper published at the French Artificial Intelligence Open Journal (Revue Ouverte d’Intelligence Artificielle). This works extends previous works, especially the conference paper published at JFSMA 2021.
Rémy Chaput, Jérémy Duval, Olivier Boissier, Mathieu Guillermin, Salima Hassas
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