Publications

Affichage de 11 à 20 sur 104


  • Communication dans un congrès

Agent-based simulation from anonymized data: An application to Lille metropolis

Azise Oumar Diallo, Arnaud Doniec, Guillaume Lozenguez, René Mandiau

The availability of transportation scenarios from open data introduces new research motivations, such as route pricing and pollution. Unfortunately, these data are often anonymized to protect the privacy of the survey participants. In this paper, we present a generation of a mobility simulation…

The 12th International Conference on Ambient Systems, Networks and Technologies, Mar 2021, Varsovie, Poland. pp.164-171, ⟨10.1016/j.procs.2021.03.027⟩. ⟨hal-03380493⟩

  • Communication dans un congrès

Game Theory-based Human-Assistant Agent Interaction Model

Martial Razakatiana, Christophe Kolski, René Mandiau, Thomas Mahatody

As road traffic is becoming increasingly dense, new needs in terms of intelligent human-machine interaction are emerging for their control by human operators. One avenue of research consists in assisting them in their control task by an assistant agent. This paper presents a feasibility study in…

8th International Conference on Human-Agent Interaction, Virtual Event (HAI 2020), Nov 2020, Virtual Event, Sydney, Australia. pp.187-195, ⟨10.1145/3406499.3415071⟩. ⟨hal-03331082⟩

  • Article dans une revue

Privacy stochastic games in distributed constraint reasoning.

Julien Savaux, Julien Vion, Sylvain Piechowiak, René Mandiau, Toshihiro Matsui, Katsutoshi Hirayama, Makoto Yokoo, Shakre Elmane, Marius Silaghi

In this work, we approach the issue of privacy in distributed constraint reasoning by studying how agents compromise solution quality for preserving privacy, using utility and game theory. We propose a utilitarian definition of privacy in the context of distributed constraint reasoning, detail its…

Annals of Mathematics and Artificial Intelligence, 2020, 88 (7), pp.691-715. ⟨10.1007/s10472-019-09628-8⟩. ⟨hal-03396820⟩

  • Communication dans un congrès

Human-agent Interaction based on Game Theory: Case of a road traffic supervision task

Martial Razakatiana, Christophe Kolski, René Mandiau, Thomas Mahatody

This work contributes to the field of human-system interaction modeling through an artificial intelligence approach. It focuses on the cooperative realization of a complex task. For this purpose, we propose a human-agent interaction model based on game theory to describe the decision making between…

13th International Conference on Human System Interaction (HSI 2020), Institute of Electrical and Electronics Engineers, Jun 2020, Tokyo, Japan. pp.88-93, ⟨10.1109/HSI49210.2020.9142687⟩. ⟨hal-03331828⟩

  • Communication dans un congrès

Privacy for the Distributed Stochastic Algorithm with Breakouts.

Julien Vion, René Mandiau, Sylvain Piechowiak, Marius Silaghi

Privacy has traditionally been a major motivation of distributed problem solving. In this paper, we focus on privacy issues when solving Distributed Constraint Optimization Problems (DCOPs) using a local search approach. Two such popular algorithms exist to find good solutions to DCOP: DSA and GDBA…

International Symposium on Artificial Intelligence and Mathematics (January 6-8), Fort Lauderdale, Jan 2020, Floride, United States. ⟨hal-03382508⟩

  • Poster de conférence

Agent intelligent pour la gestion du trafic routier : Cas d'un trafic avec feux de circulation à l'intersection.

Martial Razakatiana, Christophe Kolski, René Mandiau, Thomas Mahatody

Doctoriales, Communication 26 CSFR, ARES, Nov 2019, Majunga, Madagascar. ⟨hal-03389477⟩

  • Communication dans un congrès

Fault Tolerance in DisCSPs: Several Failures Case

Fadoua Chakchouk, Sylvain Piechowiak, René Mandiau, Julien Vion, Makram Soui, Khaled Ghédira

To solve a distributed problem in presence of a failed entity, we have to find a way to accomplish the failed entity tasks. In this paper, we present an approach which guarantees the resolution of DisCSPs in presence of failed agents. This approach is based on local CSPs replication principle: each…

5th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2018, Jun 2018, Toledo, Spain. pp.204-212, ⟨10.1007/978-3-319-94649-8_25⟩. ⟨hal-03383211⟩

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