MUNRO Yann
Team : LFI
Arrival date : 10/01/2021
- Sorbonne Université - LIP6
Boîte courrier 169
Couloir 26-00, Étage 5, Bureau 516
4 place Jussieu
75252 PARIS CEDEX 05
FRANCE
Tel: +33 1 44 27 87 26, Yann.Munro (at) nulllip6.fr
https://lip6.fr/Yann.Munro
Supervision : Isabelle BLOCH
Co-supervision : LESOT Marie-Jeanne
Explicabilité des systèmes d'intelligence artificielle hybride dans un contexte d'interactions avec des humains
This thesis deals with explainability of artificial intelligence systems, in a context of interactions with humans. The objective is to formalize the notion of explanation when both data and knowledge are involved, as it is typically the case in many situations of interactions with humans. A first step will be to structure the space of explanations, by proposing measures to compare explanations. What is a good, or preferred, explanation is another question to be addressed. This will require the definition of a partial ordering relation on the space of explanations. The thesis will focus on conversational agents. Explanations will concern the behavior of the agent, the behavior of the human, and will help improving interactions between them.
2022-2023 Publications
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2023
- Y. Munro, C. Sarmiento, I. Bloch, G. Bourgne, M.‑J. Lesot : “Dynamic Argumentation and Action Languages: Towards Explanations”, The Fourth Workshop on Explainable Logic-Based Knowledge Representation (XLoKR 2023), Rhodes, Greece (2023)
- Y. Munro, C. Sarmiento, I. Bloch, G. Bourgne, M.‑J. Lesot : “Temporalité et causalité en argumentation abstraite”, Actes JIAF-JFPDA 2023, Strasbourg, France (2023)
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2022
- Y. Munro, I. Bloch, M. Chetouani, M.‑J. Lesot, C. Pelachaud : “De l’équivalence entre les modèles structurels causaux et les systèmes abstraits d’argumentation”, Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Saint-Etienne, France, pp. 123-130, (Association française pour l'intelligence artificielle) (2022)
- Y. Munro, I. Bloch, M. Chetouani, M.‑J. Lesot, C. Pelachaud : “Argumentation and Causal Models in Human-Machine Interaction: A Round Trip”, Proceedings of the International Workshop on Artificial Intelligence and Cognition, Örebro, Sweden (2022)