SMAC Team

Head :  Frédéric MIGEON

The SMAC group is interested in modelling and solving complex problems using multi-agent technology. Complex systems are systems in which a great number of entities are interacting in a local manner and their evolution can only be predicted by experiment or simulation. In other words despite a perfect knowledge of the basic components of the system, no program able to predict its behaviour and shorter than the one describing the system in an exhaustive way is known. Controling the behaviour of such systems which contain non-linearities coming from feedback loops, as well as a coupling between levels (the system macro-level is produced by entities of the micro-level but it also constrains this micro-level) is the aim of our research works (illustrated by several PhD thesis, projects and applications)..

These works deal with six topics that are strongly connected by concepts such as adaptation, self-organisation and emergence.

  • Self-adaptation. The adaptive behaviour of a system enables it to react when interacting with a dynamic environment, either to get on with performing its task, or for improving its functioning [Robertson, 2000]. The challenge is then to conciliate the system autonomy with respect to unexpected situations and the required control a human being has to have on them.
  • Self-organisation, Cooperation and Emergence. Self-organisation is a mechanism or process that enables a system to change its organisation during its functioning without any explicit external control[A. Di Marzo, M.P. Gleizes, A. Karageorgos, TFGSO 2005]. In a multi-agent system, self-organisation is expressed by changing the organisation between agents. The challenge is therefore to find the local behaviours of agents (laws at the individual level), the rules of agents that implement self-organisation and that enable to design systems that are functionally adequate. The functional adequacy is the positive judgment adopted by final users about the system activity.
  • Design and Modelling. This topic aim is to improve and provide assistance for developing applications based on cooperative agents.
  • Simulation. Problematics of this topic is to study and develop tools and methods for exploring models. On the long view, the aim is to notably integrate tools required to study emergent properties into a platform for multi-agent simulation.
  • Collective Solving of Problems. The aim is to study how adaptive multi-agent systems provide a new solution for solving multi-objective, multi-discipline and multi-scale problems. This approach permits, in a dynamic environment, to offer a new configuration from a previous solution while minimising the endogenous modifications and, most of all, without starting again a new solving with every disruption.

skills

Multi-Agent Systems
Agent-Based Modeling and Simulation
Software Engineering for Multi-Agent Systems and Complex Systems
Distributed problem solving : optimisation, control, and coordination
Machine Learning by self-organised systems

team Members

Permanent members
Non-permanent members

team publications

International journals articles
  • Dhouha Grissa, Éric Andonoff, Chihab Hanachi

    Discovering and evaluating organizational knowledge from textual data: Application to crisis management

    Data and Knowledge Engineering, 2023, 148, pp.102237. ⟨10.1016/j.datak.2023.102237⟩

    Accès: https://hal.science/hal-04321369

  • Kamaldeep Singh Oberoi, Géraldine del Mondo

    Spatio-temporal pattern detection in spatio-temporal graphs

    Revue Internationale de Géomatique, 2023, Vers de nouvelles avancées en géomatique, 31 (3-4/2022), pp.377-399. ⟨10.3166/rig31.377-400⟩

    Accès: https://hal.science/hal-04184818

  • Leandro Antonelli, Guy Camilleri, Diego Torres, Pascale Zaraté

    User acceptance test for software development in the agricultural domain using natural language processing

    Journal of Decision Systems, 2023, pp.1-24. ⟨10.1080/12460125.2023.2229579⟩

    Accès: https://hal.science/hal-04186376

  • Mehdi Saqalli, Cristian Rojas Cifuentes, Eric Maire, Mariana Janaína dos Santos Alves, Rafael Costa Santo, Doryan Kaced, Benoit Gaudou, Anne-Emmanuelle Fiamor

    Resource Flows, Uses and Populations Territorial Attachments: The Case of the Oyapock Watershed (French Guiana, Amapá State of Brazil)

    Land, 2023, 12 (5), ⟨10.3390/land12050991⟩

    Accès: https://hal.science/hal-04086469

  • Quang Chi Truong, Alexis Drogoul, Benoit Gaudou, Patrick Taillandier, Nghi Quang Huynh, Thao Hong Nguyen, Philip Minderhoud, Ha Nguyen Thi Thu, Etienne Espagne

    An Agent-Based Model for Land-Use Change Adaptation Strategies in the Context of Climate Change and Land Subsidence in the Mekong Delta

    Sustainability, 2023, 15 (6), pp.5355. ⟨10.3390/su15065355⟩

    Accès: https://hal.science/hal-04035973

  • Kamaldeep Singh Oberoi, Géraldine del Mondo, Benoit Gaüzère, Yohan Dupuis, Pascal Vasseur

    Detecting dynamic patterns in dynamic graphs using subgraph isomorphism

    Pattern Analysis and Applications, 2023, ⟨10.1007/s10044-023-01145-z⟩

    Accès: https://hal.science/hal-04011116

  • Maxime Delmas, Valérie Camps, Céline Lemercier

    Should my automated car drive as I do? Investigating speed preferences of drivengers in various driving conditions

    PLoS ONE, 2023, 18 (2), ⟨10.1371/journal.pone.0281702⟩

    Accès: https://hal.science/hal-03982540

  • Franck Taillandier, Benoit Gaudou, Frederic Amblard, Patrick Taillandier

    La modélisation Agent pour le Génie Civil

    Academic Journal of Civil Engineering, 2023, Journées thématiques AUGC – Intelligence Artificielle, 41 (2: special issue), pp.69-85. ⟨10.26168/ajce.41.2.8⟩

    Accès: https://hal.science/hal-04216481

  • Jacqueline Konaté, Aminata Gueye, Pascale Zaraté, Guy Camilleri

    Collaborative Decision-Making: A Proposal of an Semi-Automatic Facilitation Based on an Ontology

    International Journal of Information Technology and Decision Making, 2023, 22 (01), pp.447-470. ⟨10.1142/S0219622022500420⟩

    Accès: https://hal.science/hal-04023381

  • Sharyal Zafar, Anne Blavette, Guy Camilleri, Hamid Ben Ahmed, Jesse James Arthur Prince Agbodjan

    Decentralized optimal management of a large-scale EV fleet: optimality and computational complexity comparison between an Adaptive MAS and MILP

    International Journal of Electrical Power & Energy Systems, 2022, ⟨10.1016/j.ijepes.2022.108861⟩

    Accès: https://hal.science/hal-03891003

  • National journals articles
  • Christophe Sibertin-Blanc

    Une analyse formelle du jeu des acteurs autour du projet de barrage de Sivens

    Natures Sciences Sociétés, 2018, 26 (3), pp.291-307. ⟨10.1051/nss/2018041⟩

    Accès: https://hal.science/hal-02064604

  • Marcos Aurélio Santos da Silva, Neíza Cristina Santos Batista, Sonise dos Santos Medeiros, Deise Maria Oliveira Galvãod

    Análise do empoderamento da sociedade civil no Território Rural Sul Sergipano por meio da Análise Estratégica

    Revista em Gestão, Inovação e Sustentabilidade, 2017, 3 (1), pp.101-118. ⟨10.18472/ReGIS.v3n1.2017.25642⟩

    Accès: https://hal.science/hal-02548075

  • National journals articles
    Special issues of journal
    International conferences articles
  • Alexandre Perles, Ha-Nhi Ngo, Elsy Kaddoum, Valérie Camps

    Adaptive Multi-Agent System for Dynamic Clustering Applied to Itineraries Regularities and Traffic Prediction

    International Conference on Cooperative Information Systems (CoopIS 2023), Oct 2023, Groningen, Netherlands. à paraître

    Accès: https://hal.science/hal-04207178

  • Ikram Boukharouba, Florence Sèdes, Christophe Bortolaso, Florent Mouysset

    From User Activity Traces to Navigation Graph for Software Enhancement: An Application of Graph Neural Network (GNN) on a Real-World Non-Attributed Graph

    32nd ACM International Conference on Information and Knowledge Management (CIKM 2023), ACM Special Interest Group on Hypertext, Hypermedia and Web; ACM Special Interest Group on Information Retrieval, Oct 2023, Birmingham, United Kingdom. pp.5236-5237, ⟨10.1145/3583780.3615998⟩

    Accès: https://hal.science/hal-04253452

  • Tu Dang-Huu, Raphael Korbmacher, Antoine Tordeux, Benoit Gaudou, Nicolas Verstaevel

    TTC-SLSTM: Human trajectory prediction using time-to-collision interaction energy

    15th IEEE International Conference on Knowledge and Systems Engineering (KSE 2023), Academy of Cryptography Techniques (ACT); VNU University of Engineering and Technology (VNU-UET); IEEE, Oct 2023, Hanoi, Vietnam. à paraître

    Accès: https://hal.science/hal-04251961

  • Quentin Pouvreau, Jean-Pierre Georgé, Carole Bernon, Sébastien Maignan

    Optimization of Complex Systems in Photonics by Multi-agent Robotic Control

    21st International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2023), Jul 2023, Guimarães, Portugal. pp.272-283, ⟨10.1007/978-3-031-37616-0_23⟩

    Accès: https://ut3-toulouseinp.hal.science/hal-04160791

  • Tu Dang-Huu, Benoit Gaudou, Nicolas Verstaevel

    A multi-level density-based crowd simulation architecture

    21st International Conference on Practical Applications of Agents and multi-agents systems (PAAMS 2023), Jul 2023, Guimarães, Portugal. à paraître

    Accès: https://hal.science/hal-04104250

  • Jamila Oukharijane, Imen Ben Saïd, Mohamed Chaâbane, Éric Andonoff, Rafik Bouaziz

    A Context-Based Approach for Real-Time Adaptation Need Detection

    20th International Conference on Smart Business Technologies (ICSBT 2023), Institute for Systems and Technologies of Information, Control and Communication (INSTICC), Jul 2023, Rome, Italy. pp.114–125, ⟨10.5220/0012148500003552⟩

    Accès: https://hal.science/hal-04252000

  • Mohcine Chraibi, Jakob Cordes, Tu Dang-Huu, Oscar Dufour, Benoit Gaudou, Raphael Korbmacher, Alexandre Nicolas, David Rodney, Antoine Tordeux, Nicolas Verstaevel

    Multi-Agent modelling of Dense cRowd dynAmicS (MADRAS): Application to the Festival of Lights (Lyon)

    11th International Conference on Pedestrian and Evacuation Dynamics (PED2023), Eindhoven University of Technology, Jun 2023, Eindhoven, Netherlands

    Accès: https://hal.science/hal-04140290

  • Sharyal Zafar, Raphaël Féraud, Anne Blavette, Guy Camilleri, H. Ben Ahmed

    Multi-Armed Bandits Learning for Optimal Decentralized Control of Electric Vehicle Charging

    IEEE PES PowerTech 2023, IEEE, Jun 2023, Belgrade, Serbia. pp.1-6, ⟨10.1109/PowerTech55446.2023.10202971⟩

    Accès: https://hal.science/hal-04165505

  • Sharyal Zafar, Raphaël Feraud, Anne Blavette, Guy Camilleri, Hamid Ben

    Decentralized Smart Charging of Large-Scale EVs using Adaptive Multi-Agent Multi-Armed Bandits

    27th International Conference & Exhibition on Electricity Distribution (CIRED 2023), Jun 2023, Rome, Italy

    Accès: https://hal.science/hal-04165483

  • Aurélien Richa, Chihab Hanachi, Patricia Stolf

    Simulating and Analyzing Crowdsourcing Impacts in Flooding Management: a geo-spatial agent-based approach

    35th International Conference on Advanced Information Systems Engineering (CAiSE 2023), Jun 2023, Zaragoza, Spain. pp.107-122, ⟨10.1007/978-3-031-34560-9_7⟩

    Accès: https://hal.science/hal-04120703

  • National conferences articles
  • Damien Vergnet, Elsy Kaddoum, Nicolas Verstaevel, Frederic Amblard

    Recherche coopérative d’optimum global

    20èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2022), Jun 2022, Saint-Etienne, France. pp.92-98

    Accès: https://hal.science/hal-03765420

  • Kévin Delcourt, Jean-Paul Arcangeli, Sylvie Trouilhet, Françoise Adreit

    L’Humain dans l’Apprentissage Automatique Interactif : aperçu de l’état de l’art

    20èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2022), AFIA, Jun 2022, Saint-Etienne, France. pp.100-107

    Accès: https://hal.science/hal-03765539v2

  • Davide Andrea Guastella, Valérie Camps, Marie-Pierre Gleizes

    Estimation de données environnementales manquantes sans déploiement de capteurs supplémentaires : le système HybridIoT

    30èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2022), Jun 2022, Saint-Etienne, France

    Accès: https://hal.science/hal-03744328

  • Fabrice Crasnier, Florent Bruguier

    L’usage des algorithmes de chiffrement au quotidien

    8èmes Rencontres Cybersécurité en Occitanie (RCO 2021), Jun 2021, Toulouse, France

    Accès: https://hal-lirmm.ccsd.cnrs.fr/lirmm-03729448

  • Damien Vergnet, Frédéric Amblard, Elsy Kaddoum, Nicolas Verstaevel

    Auto-calibration adaptative de modèles de simulation de trafic par système multi-agent

    3èmes Rencontres Francophones Transport Mobilité (RFTM 2021), Jun 2021, Marne-la-Vallée, France

    Accès: https://hal.science/hal-03619052

  • Walid Younes, Françoise Adreit, Sylvie Trouilhet, Jean-Paul Arcangeli

    Apprentissage en ligne par renforcement centré utilisateur pour la composition émergente d’applications ambiantes

    Conférence francophone sur l’Apprentissage Automatique (CAp 2019), Plate-Forme Intelligence Artificielle (PFIA 2019), Jul 2019, Toulouse, France. pp.356-365

    Accès: https://hal.science/hal-02453126

  • Florent Mouysset, Frédéric Migeon, Marie-Pierre Gleizes, Christophe Bortolaso, Mustapha Derras

    Approche Multi-agent pour l’analyse de journaux

    27èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2019), IRIT : Institut de Recherche en Informatique de Toulouse, Jul 2019, Toulouse, France. pp.17-26

    Accès: https://hal.science/hal-02885347

  • Walid Younes, Françoise Adreit, Sylvie Trouilhet, Jean-Paul Arcangeli

    Apprentissage en ligne par renforcement centré utilisateur pour la composition émergente d’applications ambiantes

    Conférence Nationale d’Intelligence Artificielle en collaboration avec JSAI 2019 (CNIA 2019), Jul 2019, Toulouse, France. pp.179-186

    Accès: https://hal.science/hal-02879726

  • Florent Mouysset, Célia Picard, Christophe Bortolaso, Frédéric Migeon, Marie-Pierre Gleizes, Christine Maurel, Mustapha Derras

    Investigations of Process Mining Methods to discover Process Models on a Large Public Administration Software

    37ème Congrès Informatique des Organisations et Systèmes d’Information et de Décision (INFORSID 2019), Jun 2019, Paris, France. pp.147-162

    Accès: https://enac.hal.science/hal-02158902

  • Amir Sakka, Gabriela Bosetti, Julián Grigera, Guy Camilleri, Alejandro Fernandes, Pascale Zaraté, Sandro Bimonte, Lucile Sautot

    UX challenges in GDSS: An Experience Report

    19. International Conference on Group Decision and Negotiation (GDN 2019), Jun 2019, Loughborough, United Kingdom. pp.67-79, ⟨10.1007/978-3-030-21711-2_6⟩

    Accès: https://hal.science/hal-02442024

  • Books
  • Chi Quang Truong, Alexis Drogoul, Benoit Gaudou, Patrick Taillandier, Nghi Huynh Quang, Arthur Brugière, Ha Thi Thu Nguyen, Philip Minderhoud, Etienne Espagne

    LUCAS-GEMMES : Integrated dynamics of adaptation strategies in the Vietnamese Mekong Delta

    Woillez, Marie-Noël; Espagne, Etienne. The Mekong Delta Emergency, Climate and Environmental Adaptation Strategies to 2050 – Final Report GEMMES Viet Nam project, part 3, , pp.207-239, 2022, GEMMES rapport COP 27

    Accès: https://hal.science/hal-03844924

  • Nicolas Verstaevel, Koen van Dam

    Multi-Agent-Based Simulation XXII: 22nd International Workshop, MABS 2021, Virtual Event, May 3-7, 2021, Revised Selected Papers

    Koen H. Van Dam; Nicolas Verstaevel. Springer International Publishing, 13128, 195 p., 2022, Lecture Notes in Computer Science book series (LNCS), 978-3-030-94547-3. ⟨10.1007/978-3-030-94548-0⟩

    Accès: https://hal.science/hal-03533140

  • Chi Quang Truong, Benoit Gaudou, Patrick Taillandier, Alexis Drogoul, Etienne Espagne, Nghi Huynh Quang, Trung Hieu Nguyen, Thi Thanh Nga Pham, Thao Hong Nguyen

    Adaptation strategies in the Mekong delta

    Etienne Espagne. Climate change in Viet Nam; Impacts and adaptation. A COP26 assessment report of the GEMMES Viet Nam project, pp.441-475, 2021

    Accès: https://hal.science/hal-03413000

  • Leandro Antonelli, Guy Camilleri, C. Challiol, A. Fernandez, M. Hozikian, R. Giandini, J. Grigera, A. Lliteras, J. Martin, D. Torres, Pascale Zaraté

    An Extension to Scenarios to Deal with Business Cases for the Decision-Making Processes in the Agribusiness Domain

    Agriculture Value Chain – Challenges and Trends in Academia and Industry, 280, Springer, pp.35-50, 2021, Studies in Systems, Decision and Control book series (SSDC), 978-3-030-51046-6. ⟨10.1007/978-3-030-51047-3_3⟩

    Accès: https://hal.science/hal-03176948

  • Arthur Brugière, Minh Duc Pham, Kevin Chapuis, Alexis Drogoul, Benoit Gaudou, Arnaud Grignard, Nicolas Marilleau, Nguyen-Huu Tri

    Experimenting the Impact of Pedestrianisation on Urban Pollution Using Tangible Agent-Based Simulations: Application to Hoan Kiem District, Hanoi, Vietnam

    Mohd Hafiz Mohd; Md Yushalify Misro; Syakila Ahmad; Doanh Nguyen Ngoc. Modelling, Simulation and Applications of Complex Systems : CoSMoS 2019, Penang, Malaysia, April 8-11, 2019, 359, Springer, Singapore, pp.43-77, 2021, Springer Proceedings in Mathematics & Statistics book series (PROMS), 978-981-16-2628-9. ⟨10.1007/978-981-16-2629-6_4⟩

    Accès: https://hal.science/hal-03258915

  • Kevin Chapuis, Taha Amine Elwaqoudi, Arthur Brugière, Eric Daudé, Alexis Drogoul, Benoit Gaudou, Doanh Nguyen-Ngoc, Huynh Quang Nghi, Jean-Daniel Zucker

    An Agent-Based Co-modeling Approach to Simulate the Evacuation of a Population in the Context of a Realistic Flooding Event: A Case Study in Hanoi (Vietnam)

    Mohd Hafiz Mohd; Md Yushalify Misro; Syakila Ahmad; Doanh Nguyen Ngoc. Modelling, Simulation and Applications of Complex Systems: CoSMoS 2019, Penang, Malaysia, April 8-11, 2019, 359, Springer, Singapore, pp.79-108, 2021, Springer Proceedings in Mathematics & Statistics, 978-981-16-2628-9. ⟨10.1007/978-981-16-2629-6_5⟩

    Accès: https://hal.science/hal-03258912

  • Romain Mejean, Martin Paegelow, Mehdi Saqalli, Doryan Kaced

    Improving Business-as-Usual Scenarios in Land Change Modelling by Extending the Calibration Period and Integrating Demographic Data

    Geospatial Technologies for Local and Regional Development, Springer, pp.243-260, 2020, 978-3-030-14745-7. ⟨10.1007/978-3-030-14745-7_14⟩

    Accès: https://hal.science/hal-02152070

  • Christophe Sibertin-Blanc

    Formal Analysis of the Conflictive Play of Actors Regarding the Building of a Dam

    Boulet, Romain and Lajaunie, Claire and Mazzega, Pierre. Law, Public Policies and Complex Systems: Networks in Action, 42, Springer, pp.177-202, 2019, LGTS: Law, Governance and Technology Series book series, 978-3-030-11505-0. ⟨10.1007/978-3-030-11506-7_9⟩

    Accès: https://hal.science/hal-02976630

  • Christophe Sibertin-Blanc, Olivier Therond, Claude Monteil, Pierre Mazzega

    The entity-process framework for integrated agent-based modeling of social-ecological systems

    Law, Public Policies and Complex Systems: Networks in Action, 42, Springer Nature Switzerland AG, pp.30, 2019, Law, Governance and Technology Series, 978-3-030-11505-0. ⟨10.1007/978-3-030-11506-7_4⟩

    Accès: https://hal.inrae.fr/hal-02788358

  • Guy Camilleri, Pascale Zaraté

    A Group Multicriteria Approach

    EDEN; Colin and KILGOUR; Marc. Handbook of Group Decision and Negotiation, Springer, pp.1-26, 2019, ⟨10.1007/978-3-030-12051-1_17-1⟩

    Accès: https://hal.science/hal-02976628

  • Thesis and HDR
  • Guilhem Marcillaud

    Implementation of a cooperative communication within a fleet of connected and autonomous vehicles

    Artificial Intelligence [cs.AI]. Université Paul Sabatier – Toulouse III, 2022. English. ⟨NNT : 2022TOU30076⟩

    Accès: https://theses.hal.science/tel-03726474

  • Bruno Dato

    Lifelong learning by endogenous feedback, application to a robotic system

    Machine Learning [cs.LG]. Université Paul Sabatier – Toulouse III, 2021. English. ⟨NNT : 2021TOU30063⟩

    Accès: https://hal.science/tel-03341997v2

  • Walid Younes

    Un système multi-agent pour la composition logicielle opportuniste en environnement ambiant et dynamique

    Informatique ubiquitaire. Université Paul Sabatier – Toulouse III, 2021. Français. ⟨NNT : 2021TOU30025⟩

    Accès: https://hal.science/tel-03257071v2

  • Audren Bouadjio-Boulic

    Génération multi-agents de réseaux sociaux

    Modélisation et simulation. Université Toulouse 1 Capitole (UT1 Capitole), 2021. Français. ⟨NNT : ⟩

    Accès: https://ut3-toulouseinp.hal.science/tel-03400140

  • Mehdi Djellabi

    Mesure d’interactions locales pour les nœuds d’un réseau complexe : approches théorique et pratique

    Autre [cs.OH]. Université Toulouse le Mirail – Toulouse II, 2021. Français. ⟨NNT : 2021TOU20013⟩

    Accès: https://theses.hal.science/tel-03435240

  • Maroun Koussaifi

    Modélisation centrée utilisateur pour la configuration logicielle en environnement ambiant

    Interface homme-machine [cs.HC]. Université Paul Sabatier – Toulouse III, 2020. Français. ⟨NNT : 2020TOU30212⟩

    Accès: https://theses.hal.science/tel-03209249v2

  • Davide Guastella

    Dynamic learning of the environment for eco-citizen behavior

    Artificial Intelligence [cs.AI]. Université Paul Sabatier – Toulouse III; Università degli studi (Catane, Italie), 2020. English. ⟨NNT : 2020TOU30160⟩

    Accès: https://theses.hal.science/tel-03144060v2

  • Augustin Degas

    Auto-structuration de trafic temps-réel multi-objectif et multi-critère dans un monde virtuel

    Système multi-agents [cs.MA]. Université Paul Sabatier – Toulouse III, 2020. Français. ⟨NNT : 2020TOU30058⟩

    Accès: https://theses.hal.science/tel-03046226

  • Tanguy Esteoule

    Adaptive Multi-Agent Systems for Wind Power Forecasting

    Artificial Intelligence [cs.AI]. Université Paul Sabatier – Toulouse III, 2019. English. ⟨NNT : 2019TOU30246⟩

    Accès: https://theses.hal.science/tel-02930244

  • Elhadi Belghache

    AMAS4BigData : adaptive multi-agent systems for dynamic big data analytics

    Artificial Intelligence [cs.AI]. Université Paul Sabatier – Toulouse III, 2019. English. ⟨NNT : 2019TOU30149⟩

    Accès: https://theses.hal.science/tel-02934533

  • Reports
  • Kévin Delcourt, Françoise Adreit, Jean-Paul Arcangeli, Sylvie Trouilhet

    Interactive Reinforcement Learning for Software Composition via Software Product Lines -Approach and Research Questions

    [Research Report] IRIT–RR–2022–03–FR, IRIT : Institut de Recherche en Informatique de Toulouse, France. 2022, pp.1-6

    Accès: https://hal.science/hal-03600691

  • Emmanuel Eveno, Sinda Haouès-Jouve, Julia Hidalgo, Laurent Jégou, Mathieu Vidal, Claudia Ximena Lopez, Françoise Adreit, Stéphanie Combettes, Marie-Pierre Gleizes, Elsy Kaddoum, Christine Regis, Valérian Guivarch, Idi Amin Isaac Millan, Gabriel López-Jiménez, Jesus Revollo, Anderson Quintero

    Rapport final projet Ville Région Occitanie. CAPARI du Campus Partagé à la Région Intelligente

    [Rapport de recherche] Equipe CIEU du LISST : Laboratoire Interdisciplinaire Solidarités, Sociétés, Territoires, Toulouse; IRIT : Institut de Recherche en Informatique de Toulouse; Grupo Transmisión y Distribución de Energía Eléctrica, Universidad Pontificia Bolivariana. 2021, pp.1-155

    Accès: https://hal.science/hal-03374661

  • Kevin Delcourt, Françoise Adreit, Jean-Paul Arcangeli, Kahina Hacid, Sylvie Trouilhet, Walid Younes

    Automatic and Intelligent Composition of Services in Ambient Environments: A Demonstration

    [Research Report] IRIT/RR–2020–07–FR, Institut de Recherche en Informatique deToulouse. 2020

    Accès: https://hal.science/hal-03121211v2

  • Maroun Koussaifi, Jean-Paul Arcangeli, Sylvie Trouilhet, Jean-Michel Bruel

    Putting the End-User in the Loop in Smart Ambient Systems: an Approach based on Model-Driven Engineering

    [Research Report] IRIT/RR–2020–06–FR, IRIT – Institut de Recherche en Informatique de Toulouse. 2020

    Accès: https://hal.science/hal-03120776

  • Walid Younes, Sylvie Trouilhet, Françoise Adreit, Jean-Paul Arcangeli

    Principles of user-centered online reinforcement learning for the emergence of service compositions

    [Research Report] IRIT/RR–2019–05–FR, IRIT : Institut de Recherche Informatique de Toulouse. 2019

    Accès: https://hal.science/hal-02976638

  • Takwa Kochbati

    Smart User-Centric Modeling using Opportunistic Artefact Composition

    [Research Report] Manouba University, National School of Computer Sciences. 2018

    Accès: https://hal.science/hal-03033982

  • Bruno Dato

    Apprentissage par Systèmes Multi-Agents Adaptatifs par feedbacks endogènes : prospectives et applications

    [Rapport de recherche] IRIT. 2017

    Accès: https://hal.science/hal-03131896

  • Reports

    team Contracts

    AcronymeTitreResp. scDébut – fin
    MADRAS autre Modélisation multi-agents de la dynamique de foules piétonnes denses : Prévoir & Comprendre Benoit GAUDOU
    2021 – 2024
    EDEN4SG Gestion dynamique et efficace de l’énergie pour les smart grids de grande taille Guy CAMILLERI
    2023 – 2027
    SwITCh
    [Contract completed]
    autre Simuler la transition des infrastructures de transport jusqu’à la ville durable et intelligente Frédéric AMBLARD
    2019 – 2023
    EmoTES
    [Contract completed]
    autre Les émotions dans l’interaction sociale : théorie, experimentations, étude logique et informatique
    Emiliano LORINI
    2012 – 2014
    INCOME
    [Contract completed]
    autre Infrastructure logicielle de gestion de contexte multi-échelle pour l’internet des objets Jean-Paul ARCANGELI
    Thierry DESPRATS
    André PÉNINOU
    2012 – 2015
    AcronymeTitreResp. scDébut – fin
    MADA
    [Contract completed]
    Modèles Multi-Agent à Dires d’Acteurs Benoit GAUDOU
    2017 – 2022
    OPOCOMPO
    [Contract completed]
    autre Allocation Doctorale : Composition logicielle opportuniste pour les systèmes ambiants, mobiles et autonomes Jean-Paul ARCANGELI
    2017 – 2020
    METEOSWIFT
    [Contract completed]
    Meteorology & Simulation for a wind forecasting tool Marie-Pierre GLEIZES
    2016 – 2018
    WindAmak
    [Contract completed]
    PILE CIFRE : Prévision à court terme de production d’un parc éolien par système multi-agent auto-adaptatif Marie-Pierre GLEIZES
    2016 – 2019
    GENSTAR
    [Contract completed]
    Génération de populations synthétiques spatialisées et socialement structurées pour la simulation sociale Frédéric AMBLARD
    2015 – 2020
    SUNIAGRI
    [Contract completed]
    SUNIAGRI Marie-Pierre GLEIZES
    2015 – 2018
    GéNéPi
    [Contract completed]
    Granularité des Niveaux de Pilotage en Gestion de Crise Chihab HANACHI
    2014 – 2019
    Genstar
    [Contract completed]
    Génération de populations synthétiques spatialisées et socialement structurées pour la simulation sociale Frédéric AMBLARD
    2014 – 2017
    I2C
    [Contract completed]
    autre Integrated System for Interoperable sensors & Information sources for Common abnormal vessel behaviour detection & Colaborative identification of threat Marie-Pierre GLEIZES
    2010 – 2014
    AcronymeTitreResp. scDébut – fin
    C2C
    [Contract completed]
    Recherche et Sociétés : Cooperation between connexted car – Cars and Human acceptability Stéphanie COMBETTES
    2019 – 2022
    LightCampus
    [Contract completed]
    LightCampus Carole BERNON
    2019 – 2022
    PHOTOMATIQ
    [Contract completed]
    READYNOV : PHOTOMATIQ Jean-Pierre GEORGÉ
    2019 – 2023
    RECOVAC
    [Contract completed]
    autre Allocation Doctorale : Conditions de reprise de contrôle par auto-observation des situations au sein d’un véhicule autonome, connecté Marie-Pierre GLEIZES
    2018 – 2021
    VILLES
    [Contract completed]
    Recherche et Sociétés : Du campus partagé à la Région intelligente Christine RÉGIS
    2018 – 2020
    Tuesday 1 February 2022, 10h00
    Une stratégie de communication coopérative au sein d’une flotte de véhicules autonomes et connectés
    Guilhem MARCILLAUD – Team SMAC, IRIT UT3 Paul Sabatier, UT3, Bât. U4, Amphi. Concorde
    #these
    Friday 9 July 2021, 9h30
    Apprentissage permanent par feedback endogène, application à un système robotique
    Bruno DATO – Team SMAC, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand et en visioconférence
    #these
    Thursday 3 June 2021, 9h15
    Un système multi-agent pour la composition logicielle opportuniste en environnement ambiant et dynamique
    Walid YOUNES – Team SMAC, IRIT UT3 Paul Sabatier, En visioconférence
    #these
    Thursday 18 March 2021, 14h00
    Contribution to social and behavioral recommendation for coordination in crisis management
    Hanane ARIOUAT – Team SMAC, IRIT UT1 Capitole, en visioconférence
    #these
    Thursday 7 January 2021, 14h00
    Mesure d’interactions locales pour les nœuds d’un réseau complexe : approches théorique et pratique
    Mehdi DJELLABI – Team SMAC, IRIT UT1 Capitole, En visioconférence
    #these
    Friday 18 December 2020, 9h00
    Modélisation centrée utilisateur pour la configuration logicielle en environnement ambiant
    Maroun KOUSSAIFI – Team SMAC, Team SMART, IRIT UT3 Paul Sabatier, En visioconférence
    #these
    Monday 14 December 2020, 14h00
    Apprentissage dynamique du milieu ambiant et des comportements éco-citoyens
    Davide Andrea GUASTELLA – Team SMAC, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand et en visioconférence
    #these
    Thursday 17 September 2020, 16h00
    Designing Data Warehouse: A Group collaborative approach – Soutenance de doctorat avec Label européen
    Amir SAKKA – Team ADRIA, IRIT UT1 Capitole, En visioconférence
    #these
    Friday 19 June 2020, 10h00
    Analyse automatique de traces d’activités utilisateurs pour la testabilité et l’amélioration continue de systèmes logiciels complexes par systèmes multi-agents adaptatifs
    Florent MOUYSSET – Team SMAC, IRIT UT3 Paul Sabatier, En visioconférence
    #these
    Wednesday 3 June 2020, 9h00
    Auto-structuration de trafic temps réel, multi-objectif et multicritère dans un monde virtuel
    Augustin DEGAS – Team SMAC, IRIT UT3 Paul Sabatier, En visioconférence
    #these
    Monday 18 July 2016 – Thursday 21 July 2016
    Workshop on Smart and Sustainable City
    Bâtiment U4
    #congres Know more
    Wednesday 15 October 2014 – Friday 17 October 2014
    ISCRAM med 2014 Conference – Information Systems for Crisis Response and Management in Mediterranean countries
    UT1 Capitole
    #congres Know more
    Wednesday 11 June 2014 – Friday 13 June 2014
    GDN 2014 : Group Decision and Negotiation
    UT1 Capitole, Manufacture des Tabacs, Salle des thèses
    #congres Know more
    Friday 16 October 2020, 13h00 – 14h30
    Simulations tangibles et interactives : exemples des projets HoanKiemAir et Gestion du système d’irrigation de Bach Hung Hai
    Benoit GAUDOU – Team SMAC, IRIT UT3 Paul Sabatier, En visioconférence
    #seminaire
    Monday 7 January 2019, 10h30 – 12h00
    Digital Living Lab : an Australian smart city initiative
    Nicolas VERSTAEVEL – Université de Wollongong (Australie)Johan BARTHÉLEMY – Université de Wollongong (Australie) UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #seminaire
    Friday 9 June 2017, 15h00 – 16h00
    Smart City from the bottom-up — Wollongong’s Digital Living Lab
    Pascal PÉREZ – Université de Wollongong (Australie) UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #seminaire
    Wednesday 15 March 2017, 11h00 – 12h00
    La révolution scientifique du complexe, la pensée du complexe et ses rapports avec la dialectique
    Janine GUESPIN-MICHEL – Professeur émérite de microbiologie (France) Maison de la Recherche, Salle D29
    #seminaire
    Tuesday 14 March 2017, 10h00 – 12h00
    Les sciences du complexe : survol historique, les systèmes dynamiques non linéaires, un renouveau de la pensée scientifique
    Janine GUESPIN-MICHEL – Professeur émérite de microbiologie (France) UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
    #seminaire
    Wednesday 17 December 2014, 10h00
    Quelles mathématiques pour l’étude des automates cellulaires ? Quels apports pour les systèmes multi-agents ?
    Nazim FATES – INRIA (France) UT3 Paul Sabatier, IRIT, Salle des Thèses
    #seminaire
    Friday 9 December 2016, 14h00
    Influence sociale et morphogénèse des réseaux sociaux : approche par la simulation multi-agents
    Fréderic AMBLARD – Team SMAC – IRIT Manufacture des Tabacs, salle ME001
    #hdr
    Friday 18 November 2016, 9h30
    Toward complex models of complex systems – One step further in the art of Agent-Based Modelling
    Benoit GAUDOU – Team SMAC – IRIT Arsenal, Salle des Thèses
    #hdr
    Wednesday 10 June 2020 – Friday 12 June 2020
    REPOUSSÉS À JUIN 2021 | GAMA Days 2020
    Toulouse
    #journee
    Wednesday 6 July 2016
    neOCampus : démonstrateur de campus connecté, innovant, intelligent, durable
    UT3 Paul Sabatier, Bâtiment U4, Amphi Concorde
    #journee
    Wednesday 9 July 2014
    Journée scientifique neOCampus – neOCampus – neOCampus
    UT3 Paul Sabatier, Bâtiment U4, Amphi Concorde
    #journee