Heads : Stéphanie COMBETTES
Benoit GAUDOU
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.
- Adaptive Coordination. It enables to manage dependencies between agent activities.
- 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
team Members
- Françoise ADREITAssociate Professor – UT2
- Frédéric AMBLARDProfessor – UT Capitole
- Eric ANDONOFFAssociate Professor – UT Capitole
- Jean-Paul ARCANGELIAssociate Professor (HDR) – UT3
- Carole BERNONAssociate Professor – UT3
- Guy CAMILLERIAssociate Professor – UT3
- Valérie CAMPSAssociate Professor – UT3
- Stéphanie COMBETTESAssociate Professor – UT3
- Benoit GAUDOUProfessor – UT Capitole
- Jean-Pierre GEORGÉAssociate Professor – UT3
- Marie-Pierre GLEIZESProfessor – UT3
- Chihab HANACHIProfessor – UT Capitole
- Elsy KADDOUMAssociate Professor – UT2
- Frédéric MIGEONAssociate Professor – UT3
- Christine RÉGISAssociate Professor – UT3
- Nicolas SINGERAssociate Professor – INU Champollion
- Sylvie TROUILHETAssociate Professor – UT3
- Nicolas VERSTAEVELAssociate Professor – UT Capitole
- Samy AFKERIntern – Toulouse INP
- Kristell AGUILAR ALARCONPhD Student – UT3
- Roland ALLARTResearch Engineer – INRA
- Zenith ARNEJOPhD Student – UT Capitole
- Marie José AZZOPARDI-MAIGNANResearch Engineer – UT3
- Clément BLANCO VOLLEPhD Student – UT3
- Marie BUREAUResearch Engineer – UT3
- Fabrice CRASNIERPhD Student – UT3
- Juan CUENCAContractual Researcher – UT3
- Huu Tu DANGPhD Student – UT Capitole
- Bruno DATOResearch Engineer – UT3
- Louka DELCASSEIntern – Lycée professionnel les pitiers
- Kevin DELCOURTPhD Student – UT3
- Maxence DEMOUGEOTPhD Student – UT3
- Emilie DURRIEUIntern M1 – UT3
- Youssef EL KOUCHPhD Student – UT3
- Thibault FOUREZPhD Student – UT Capitole
- Yanandlall GOPEEPhD Student – UT3
- Timothée JAMMOTPhD Student – UT3
- Gilles LEPINARDTeacher-researcher MAST – UT3
- Jordan LEVYPhD Student – UT Capitole
- Flavien LOUP HADAMARDIntern M2 – UT Capitole
- Alexandre MAIGNANIntern M1 – ISAE SUPAERO
- Mickael MARTINAssistant Ingénieur – UT3
- Mariem MOUELHIIntern M2 – UT3
- Mama NIANGIntern M2 – UT2
- Juanita ORTIZ GALLEGOIntern – UT3
- Alexandre PERLESContractual Researcher – UT3
- Philippe PERROLLAZAdjoint Technique – UT3
- Mihai POITELEAIntern M2 – UT3
- Quentin POUVREAUPhD Student – UT3
- Léo PUHARREIntern – UT3
- Benjamin REFALOResearch Engineer – UT3
- Mathieu RENARDIntern M2 – UT3
- Eliott ROUSSETIntern – Toulouse INP
- Damia VERGNETPhD Student – UT Capitole
- Ha Nhi NGOYoung doctor IRIT – UT3
team publications
Maxime Delmas, Valérie Camps, Céline Lemercier
Personalizing automated driving speed to enhance user experience and performance in intermediate-level automated driving
Accident Analysis & Prevention, 2024, 199, pp.107512. ⟨10.1016/j.aap.2024.107512⟩
Huu-Tu Dang, Benoit Gaudou, Nicolas Verstaevel
A literature review of dense crowd simulation
Simulation Modelling Practice and Theory, In press, pp.102955. ⟨10.1016/j.simpat.2024.102955⟩
Juan J Cuenca, Marta Vanin, Md. Umar Hashmi, Arpan Koirala, Hakan Ergun, Barry P Hayes
Event-Informed Identification and Allocation of Distribution Network Planning Candidates With Influence Scores and Binary Linear Programming
IEEE Transactions on Power Systems, 2024, pp.1-12. ⟨10.1109/TPWRS.2024.3404115⟩
Patrick Taillandier, Kevin Chapuis, Benoit Gaudou, Arthur Brugière, Alexis Drogoul
COMOKIT v2: A multi-scale approach to modeling and simulating epidemic control policies
PLoS ONE, 2024, 19 (3), pp.e0299626. ⟨10.1371/journal.pone.0299626⟩
Huu-Tu Dang, Benoit Gaudou, Nicolas Verstaevel
HyPedSim: A Multi-Level Crowd-Simulation Framework—Methodology, Calibration, and Validation
Sensors, 2024, 24 (5: Special Issue Advances in Agents and Multiagent Systems for Sensor Applications), pp.1639. ⟨10.3390/s24051639⟩
Raphael Korbmacher, Huu-Tu Dang, Antoine Tordeux
Predicting pedestrian trajectories at different densities: A multi-criteria empirical analysis
Physica A: Statistical Mechanics and its Applications, 2024, 634, pp.129440. ⟨10.1016/j.physa.2023.129440⟩
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⟩
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⟩
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⟩
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⟩
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⟩
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⟩
Zeineb Graja, Frédéric Migeon, Christine Maurel, Marie-Pierre Gleizes, Ahmed Hadj Kacem
Vers une modélisation formelle basée sur le raffinement des systèmes multi-agents auto-organisateurs
In : Revue d’Intelligence Artificielle (RIA), Lavoisier, Special issue DES MODÈLES THÉORIQUES AUX APPLICATIONS MULTI¿AGENTS, Vol. 30, N. 1-2, pp. 159-183, 2016.
Jonathan Bonnet, Marie-Pierre Gleizes, Elsy Kaddoum, Serge Rainjonneau
ATLAS : Planification multi-satellite dynamique en temps réel
In : Revue d’Intelligence Artificielle (RIA), Lavoisier, Special issue JFSMA 2015/2016, Vol. 30, N. n° 1-2/2016, pp. 35-59, April 2016.
Abstract URL : https://www.irit.fr/publis/SMAC/DOCUMENTS/PUBLIS/RIA_BONNET_2016%20(1).pdf
BibTeXValérian Guivarch, Valérie Camps, André Péninou, Pierre Glize
Apprentissage comportemental en continu de dispositifs ambiants par systèmes multi-agents adaptatifs
In : Revue des Sciences et Technologies de l’Information, Hermès Science, Special issue Systèmes d’intelligence ambiante et systèmes immersifs, Vol. 29/1 – 2015, pp. 83-112, February 2015.
Arnaud Oglaza, Romain Laborde, Pascale Zaraté
KAPUER : un assistant à l’écriture de politiques d’autorisation pour la protection de la vie privée
In : Ingénierie des Systèmes d’Information (ISI), Hermès Science, Vol. 19, N. 6, pp. 91-115, December 2014.
Coordination à base de protocoles d’interaction dans le workflow inter organisationnel dynamique
In : Ingénierie des Systèmes d’Information (ISI), Hermès Science, Vol. 18, N. 5, pp. 81-105, 2013.
Nicolas Brax, Eric Andonoff, Jean-Pierre Georgé, Marie-Pierre Gleizes, Jean-Pierre Mano
MAS4AT : un SMA auto-adaptatif pour le déclenchement d’alertes dans le cadre de la surveillance maritime
In : Revue d’Intelligence Artificielle (RIA), Hermès Science, Vol. n°3/2013, pp. 371-395, June 2013.
Emmanuel Conchon, Nicolas Singer, Jean-Marie Pecatte, Sylvie Trouilhet
Prise en charge des personnes vieillissantes à leur domicile : monitoring et classification
In : Revue d’Intelligence Artificielle (RIA), Hermès Science, Vol. 27, N. 3, pp. 1-26, June 2013.
Victor Noel, Jean-Paul Arcangeli, Marie-Pierre Gleizes
Une approche architecturale à base de composants pour l’implémentation des Systèmes Multi-Agents
In : Revue des Nouvelles Technologies de l’Information (RNTI), Cépaduès Editions, Special issue Avancées récentes dans le domaine des Architectures Logicielles : articles sélectionnés et étendus de CAL2011, Vol. RNTI-L-6, pp. 1-26, 2012.
URL : http://www.irit.fr/publis/SMAC/DOCUMENTS/PUBLIS/rnti-2012-noel-arcangeli-gleizes-postprint.pdf – http://www.editions-rnti.fr/?lg=fr&m=view_inproc&id=1001801
BibTeXZied Sellami, Nathalie Aussenac-Gilles, Marie-Pierre Gleizes, Valérie Camps
DYNAMO : un outil de construction et d’évolution d’ontologies à partir de textes
In : Technique et Science Informatiques (TSI), Hermès Science, Vol. 31/1, pp. 97-124, 2012.
Carole Adam, Benoit Gaudou, Sarah Hickmott, David Scerri
Agents BDI et simulations sociales. Unis pour le meilleur et pour le pire
In : Revue d’Intelligence Artificielle (RIA), Hermès Science, Special issue Simulation Sociale Orientée Agent, Vol. 25, N. 1, pp. 11-42, 2011.
Abstract URL : http://ria.revuesonline.com/login.jsp?articleId=15965
BibTeX
Graham Coates, Julie Dugdale, Chihab Hanachi
Special Issue: Simulation for crisis and disaster management (S22-2)
SIMULATION: Transactions of The Society for Modeling and Simulation International, 100 (4), pp.333-334, 2024, ⟨10.1177/00375497241235683⟩
Gregory E. Kersten, Guy Camilleri, Jorge E. Hernández
Negotiation and Collaborative Technologies in Organisations and Supply Chains
Dans : Group Decision and Negotiation, Springer, Vol. 25 N. 6, juin 2016.
Philippe Mathieu, Frédéric Amblard
Artificial Economics
Dans : Advances in Complex Systems, WorldSciNet, Vol. 18, 2015.
Frédéric Amblard, Fransisco J. Miguel, Adrien Blanchet, Benoit Gaudou
Advances in Artificial Economics
Dans : Lecture Notes in Economics and Mathematical Systems, Springer, Vol. 676, 2015.
URL : http://link.springer.com/book/10.1007/978-3-319-09578-3
BibTeXJorge Hernandez, Andrew Lyons, Pascale Zaraté, Fatima Dargam
Collaborative Decision-Making and Decision Support Systems for enhancing Operations Management in Industry Environments
Dans : Production Planning and Control Journal, Taylor & Francis Group, Vol. 25 N. 8, avril 2014.
Shaofeng Liu, Pascale Zaraté, Rita Ribeiro
Knowledge-Based Decision Systems
Dans : Journal of Decision Systems, Taylor & Francis Group, Vol. 23 N. 2, mars 2014.
EWG-DSS 2011 London Workshop Special Issue
Dans : Group Decision and Negotiation, Springer, Vol. 23 N. 2, 2014.
Francesca Giardini, Frédéric Amblard
Multi-Agent Based Simulation XIII, International Workshop, MABS 2012, Valencia, Spain, June 2012, Revised Selected Papers
Dans : Lecture Notes in Artificial Intelligence, Springer-Verlag, Heidelberg, Allemagne, Vol. 7838, 2013.
Jason Papathanasiou, Shaofeng Liu, Pascale Zaraté
Collaborative Decision Making
Dans : Information and Decision Systems, Inderscience Publishers, Vol. 5 N. 3, septembre 2013.
Carole Bernon, Alfredo Garro, Jorge Gomez-Sanz
Special Section: Engineering Complex Software Systems through Multi-Agent Systems and Simulation
Dans : International Journal of Information and Software Technology, Elsevier, Vol. 54 N. 6, juin 2012.
URL : http://www.sciencedirect.com/science/journal/09505849/54/6
BibTeXFrédéric Amblard, Julie Dugdale
Simulation sociale orientée agent
Dans : Revue d’Intelligence Artificielle, Hermès Science, Vol. 25 N. 1, 2011.
An agent-based model of modal choice with perception biases and habits
Swiss Mobility Conference, Sep 2024, Lausanne, Switzerland
Aurélien Peter, Romain Reuillon, Benoit Gaudou, Myriam Grillot
Exploration d’un modèle multi-agents qui simule des réseaux céréalierséleveurs : PSE et échantillonnage par suite de Sobol
MEXICO 2023 : Rencontres annuelles 2023 du réseau Mexico, Dec 2023, Palaiseau, France. 6p
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. ⟨10.1007/978-3-031-46846-9_5⟩
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⟩
Huu-Tu Dang, 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. pp.1-6, ⟨10.1109/KSE59128.2023.10299443⟩
Ha Nhi Ngo, Elsy Kaddoum, Marie-Pierre Gleizes, Jonathan Bonnet, Anaïs Goursolle
Continuous learning and cooperative prediction for traffic dynamics by Adaptive Multi-Agent Systems
2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Sep 2023, Toronto, France. pp.17-26, ⟨10.1109/ACSOS58161.2023.00019⟩
Vanessa Agredo-Delgado, Leandro Antonelli, Cesar A. Collazos, Alejandro Fernandez, Pascale Zaraté, Guy Camilleri, Julio Hurtado, Mario Lezoche, Regina Motz, Hervé Panetto, Diego Torres
Scenarios, shared understanding, and group decision support to foster innovation networks
9th Iberoamerican Workshop Human-Computer Interaction, HCI-COLLAB 2023, Sep 2023, Popayan, Colombia. pp.271-285, ⟨10.1007/978-3-031-57982-0_21⟩
Ha Nhi Ngo, Elsy Kaddoum, Matej Cabecauer, Erik Jenelius, Anaïs Goursolle
Considering Multi-Scale Data for Continuous Traffic Prediction Using Adaptive Multi-Agent System
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Aug 2023, Bilbao, Spain. pp.1835-1842, ⟨10.1109/ITSC57777.2023.10422536⟩
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⟩
Huu-Tu Dang, 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. pp.64-75, ⟨10.1007/978-3-031-37616-0_6⟩
Aurélien Peter, Myriam Grillot, Benoit Gaudou, Romain Reuillon
Simuler des réseaux céréaliers-éleveurs pour évaluer leur capacité d’autonomie locale : Application en Ariège
Colloque du RMT Spicee 2024 : Les interactions culture-élevage, leviers de résilience des agricultures face aux crises du XXIème siècle ?, Spicee : Structurer et Produire l’Innovation dans les systèmes ayant des Cultures et de l’Elevage Ensemble, Mar 2024, Montpellier, France. 3p
Hana Rezgui, Hassan Ait-Haddou, Guy Camilleri
Vers un modèle organisationnel de la pratique du BIM basé sur l’ingénierie collaborative
10ème Séminaire de Conception Architecturale Numérique : L’écosystème numérique en architecture (SCAN 2022), Oct 2022, Lyon, France. pp.02002, ⟨10.1051/shsconf/202214702002⟩
Benoît Doussin, Nicolas Verstaevel, Benoit Gaudou, Elsy Kaddoum, Frédéric Amblard
Une Simulation Multi-Agent Basée sur l’Affordance pour Contraindre l’Emergence
Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2022), AFIA : Association française pour l’intelligence artificielle, Jun 2022, Saint-Etienne, France. pp.77–83
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
Damien Vergnet, Elsy Kaddoum, Nicolas Verstaevel, Frédéric Amblard
Recherche coopérative d’optimum global
20èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2022), Jun 2022, Saint-Etienne, France. pp.92-98
Ha-Nhi Ngo, Elsy Kaddoum, Marie-Pierre Gleizes, Jonathan Bonnet, Goursolle Anaïs
P-ADRIP : un système multi-agent auto-organisateur pour la prévision du trafic routier
30èmes Journées Francophones sur les Systèmes Multi-Agents : SMA et Smart Cities (JFSMA 2022) @ PFIA, Jun 2022, Saint-Etienne, France. pp.aticle 977
Davide 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
Isabelle Ruin, Benoit Gaudou, Delphine Grancher, Pierre Nicolle, Olivier Payrastre, Déborah Bodini, Galateia Terti
Combiner jeu de rôle coopératif et simulation numérique des comportements de protection dans les exercices de gestion de crise inondation
Rencontres Jeux & Enjeux 2022, Jun 2022, Lille, France. pp.113-115
Réflexions pour une approche reproductible des travaux de recherche sur les systèmes multi-agents
Journées Francophones de la Simulation et de la Modélisation (JFMS 2022), réseau DEVS (RED); universités de Corse, de Montpellier et de Clermont; Mines d’Alès; INRAE; CIRAD; IDR; AFIA, Mar 2022, Cargèse, France
Fabrice Crasnier, Florent Bruguier
L’usage des algorithmes de chiffrement au quotidien
RCO 2021 – 8e Rencontres Cybersécurité en Occitanie, Jun 2021, Toulouse, France
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
Zied Bouraoui, Valérie Camps, Éric Gaussier, Maxime Guériau, Christelle Launois, Nicolas Prcovic, Céline Rouveirol, Fatiha Saïs, François Schwarzentruber, Anaelle Wilczynski, Yves Demazeau, Thomas Guyet, Dominique Longin, Davy Monticolo, Ahmed Samet
Conférence Nationale d’Intelligence Artificielle Année 2022
Association Française d’Intelligence Artificielle, pp.1-239, 2022
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⟩
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
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⟩
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⟩
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⟩
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⟩
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⟩
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⟩
Actes des 30es Journées Francophones sur les Systèmes Multi-Agents
Plate-Forme Intelligence Artificielle, Association Française pour l’Intelligence Artificielle, 2022
Carole Adam, Franck Taillandier, Léo Biré, Quynh Nga Phung, Diep Anh Phung, Patrick Taillandier, Luiz Fernando Braz, Jaime Simão Sichman, Arthur Brugière, Doanh Nguyen-Ngoc, Alexis Drogoul, Eduardo Castello Ferrer, Luis Alberto Alonso Pastor, Arnaud Grignard, Kevin Chapuis, Nerian da Hora, Jôine Cariele Evangelista Do Vale, Gustavo Melo, Marie-Paule Bonnet, Christophe Le Page, Jonathan Cohen, Jorge Gil, Leonardo Rosado, Jean Bienvenue Dinaharison, Nicolas Marilleau, Hasina Lalaina Rakotonirainy, Nathalie Corson, Jean-Pierre Müller, Benoît Doussin, Frédéric Amblard, Elsy Kaddoum, Benoit Gaudou, Nicolas Verstaevel, Régis Sabbadin, Ayse Glass, Pramod Baddam, Mariela Rossana Sanchez Figueroa, Joerg Noennig, Lucas Grosjean, Laurent Philippe, Huu-Tri Nguyen, Chainarong Kesamoon, Prachya Boonprasurt, Raphael Korbmacher, Antoine Tordeux, Chance Jiajie Li, Kejiang Qian, Yan Zhang, Kent Larson, Jin Gao, Ziyi Tang, Trent Tepool, Hiromu Ryan Rose, Maitane Iruretagoyena, Ahmed Laatabi, Chihab Hanachi, Patricia Stolf, Aurélien Richa, Ellen Laclef, Nathalie Debus, Eliel González García, Amandine Lurette, Bruna S. Leitzke, Diana Francisca Adamatti, Flavien Loup-Hadamard, Nicolas Becu, Simona Flavoni, Winnie Mkandawire, Kelsey Butler, Patrick Varilly, Niema Moshiri, Andrés Colubri, Annabelle Moatty, Janwar Moreno, Sandra Nabil, Thomas Huraux, Benjamin Camus, Valentin Boulisset, Naomi Ouachene, Laurent Bessard, Thierry Daubos, Rémi Poisvert, Christian Neuwirth, Papa Massar Niane, Amadou Thierno Gaye, Nadège Martiny, Pascal Roucou, Gamaliel A. Palomo Briones, Raquel Edith Padilla-Garcia, Alejandro Padilla-Lepe, Mario Siller, Mayra Eugenia Gamboa-Gonzalez, Loïc Sadou, Stéphane Couture, Rallou Thomopoulos, Naroa Coretti-Sanchez, Juan Mugica, Damien Saveant, Mathieu Guimont, Nicolas N. Darcel, Arthur Scriban, Etienne Delay, Fabien Stark, Paulo Salgado, Youcef Sklab, Deborah Sousa, Cassio Coelho, Conceição Alves, Celia Ralha, Maciej Szarejko, Mikołaj Szurlej, Huu-Tu Dang, Meritxell Vinyals, Baptiste Lesquoy
Proceedings of GAMA days 2022
GAMA days 2022, 2022
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
AGILE Conference on Geographic Information Science 22, Springer, pp.243-260, 2019, 978-3-030-14745-7. ⟨10.1007/978-3-030-14745-7_14⟩
Tina Comes, Frederick Benaben, Chihab Hanachi, Matthieu Lauras, Aurelie Montarnal
Proceedings ISCRAM 2017, May 21-24, 2017 : Agility is coming ; Mines Albi 14th International Conference on Information Systems for Crisis Response And Management, Albi, France
Association ISCRAM, 2017, ISSN: 2411-3387
Paloma Díaz, Narjès Bellamine Ben Saoud, Julie Dugdale, Chihab Hanachi
ISCRAM-med 2016 : Third International Conference on Information Systems for Crisis Response and Management in Mediterranean Countries, Madrid, Spain, 26/10/16 – 28/10/16, Springer, LNBIP : Lecture Notes in Business Information Processing 265, October 2016.
URL : https://link.springer.com/book/10.1007/978-3-319-47093-1
BibTeXBenoit Gaudou, Jaime Simão Sichman
Multi-Agent-Based Simulation XVI, International Workshop (MABS), Istanbul, Turkey, 05/05/15 – 05/05/15, Springer, Lecture Notes in Computer Science 9568, March 2016.
Narjès Bellamine Ben Saoud, Carole Adam, Chihab Hanachi
ISCRAM-med 2015 : Second International Conference Information Systems for Crisis Response and Management in Mediterranean Countries, Tunis, Tunisia, 28/10/15 – 30/10/15, Springer, LNBIP : Lecture Notes in Business Information Processing 233, October 2015.
URL : https://link.springer.com/book/10.1007/978-3-319-24399-3
BibTeXFrédéric Amblard, Francisco J. Miguel, Adrien Blanchet, Benoit Gaudou
Advances in Artificial Economics, Barcelone, Espagne, Springer, Lecture Notes in Economics and Mathematical Systems 676, September 2015.
Boris Delibasic, Fatima Dargam, Pascale Zaraté, Jorge Hernandez, Shaofeng Liu, Rita Ribeiro, Isabelle Linden, Jason Papathanasiou
1st International Conference on Decision Support Systems Technologies, Belgrade, Serbia, 27/05/15 – 29/05/15, University of Belgrade, May 2015.
Boris Delibasic, Jorge Hernandez, Jason Papathanasiou, Fatima Dargam, Pascale Zaraté, Rita Ribeiro, Shaofeng Liu, Isabelle Linden
International Conference on Decision Support Systems Technologies (ICDSST 2015) : Decision Support Systems V – Big Data Analytics for Decision Making, Belgrade, Serbia, 27/05/15 – 29/05/15, Springer, LNBIP 216, May 2015.
Chihab Hanachi, Frédérick Bénaben, François Charoy
ISCRAM-med 2014 : First International Conference on Information Systems for Crisis Response and Management in Mediterranean Countries, Toulouse, France, 15/10/14 – 17/10/14, Springer, LNBIP : Lecture Notes in Business Information Processing, October 2014.
Juan M. Corchado, Javier Bajo, Jaroslaw Kozlak, Pawel Pawlewski, José M. Molina, Benoit Gaudou, Vicente Julián, Rainer Unland, Fernando Lopes, Kasper Hallenborg, Pedro García-Teodoro
Highlights of Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection – PAAMS 2014 International Workshops, Salamanca, Spain, 04/06/14 – 06/06/14, Springer, Communications in Computer and Information Science 430, 2014.
URL : http://link.springer.com/book/10.1007/978-3-319-07767-3
BibTeXPascale Zaraté, Guy Camilleri, Daouda Kamissoko, Frédéric Amblard
Group Decision and Negotiation 2014: Joint International Conference of the INFORMS GDN Section and the EURO Working Group on DSS, Toulouse, France, 10/06/14 – 13/06/14, Toulouse University, June 2014.
Pascale Zaraté, Gregory Kersten, Jorge Hernandez
Group Decision and Negotiation : A Process-Oriented View – Joint INFORMS-GDN and EWG-DSS International Conference, Toulouse, France, 10/06/14 – 13/06/14, Springer, Lecture Notes in Business Information Processing 180, June 2014.
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⟩
Lifelong learning by endogenous feedback, application to a robotic system
Machine Learning [cs.LG]. Université Paul Sabatier – Toulouse III, 2021. English. ⟨NNT : 2021TOU30063⟩
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⟩
Génération multi-agents de réseaux sociaux
Modélisation et simulation. Université Toulouse 1 Capitole (UT1 Capitole), 2021. Français. ⟨NNT : ⟩
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⟩
Modélisation centrée utilisateur pour la configuration logicielle en environnement ambiant
Interface homme-machine [cs.HC]. Université Paul Sabatier – Toulouse III, 2020. Français. ⟨NNT : 2020TOU30212⟩
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⟩
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⟩
Adaptive Multi-Agent Systems for Wind Power Forecasting
Artificial Intelligence [cs.AI]. Université Paul Sabatier – Toulouse III, 2019. English. ⟨NNT : 2019TOU30246⟩
AMAS4BigData : adaptive multi-agent systems for dynamic big data analytics
Artificial Intelligence [cs.AI]. Université Paul Sabatier – Toulouse III, 2019. English. ⟨NNT : 2019TOU30149⟩
Kévin Delcourt, Sylvie Trouilhet, Jean-Paul Arcangeli, Françoise Adreit
Enhancing human-AI collaboration in Opportunistic Software Composition (OCE)
IRIT/RR–2024–01–FR, IRIT : Institut de recherche en informatique de Toulouse. 2024
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
Mise en place d’un système d’observation de la qualité de l’air
Université Toulouse III – Paul Sabatier. 2022
Emmanuel Eveno, Sinda Haouès-Jouve, Julia Hidalgo, Laurent Jégou, Mathieu Vidal, Claudia Ximena Lopez, Françoise Adreit, Stéphanie Combettes, Marie-Pierre Gleizes, Elsy Kaddoum, Christine Régis, 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
Kévin Delcourt, Françoise Adreit, Kahina Hacid, Jean-Paul Arcangeli, 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
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
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
Smart User-Centric Modeling using Opportunistic Artefact Composition
[Research Report] Manouba University, National School of Computer Sciences. 2018
Apprentissage par Systèmes Multi-Agents Adaptatifs par feedbacks endogènes : prospectives et applications
[Rapport de recherche] IRIT. 2017
Jean-Paul Arcangeli, Amel Bouzeghoub, Valérie Camps, Sophie Chabridon, Denis Conan, Thierry Desprats, Romain Laborde, Sébastien Leriche, Pierrick Marie, Mohamed Mbarki, André Péninou, Chantal Taconet, Pascale Zaraté
Méthodes et outils intergiciels de gestion de contexte multiéchelle pour l’Internet des objets : rapport de fin du projet ANR INCOME
Research report, RR–2016–13–FR, IRIT, June 2016.
Abstract URL : https://www.irit.fr/income/uploads/RR–2016–13–FR.pdf
BibTeXComposition opportuniste d’Interactions Homme-Machine en environnement ambiant
Master’s report, IRIT, June 2016.
textOCampus – Diffusion adaptative et massive de SMS
Master’s report, IRIT/RR–2017–12–FR, Université Paul Sabatier, September 2015.
Abstract URL : https://www.irit.fr/publis/SMAC/DOCUMENTS/RAPPORTS/RapportM2RIAICI_Belghache_textOCampus_2015.pdf
BibTeXJérémy Boes, Tom Jorquera, Guy Camilleri, Pierre Glize, Marie-Pierre Gleizes
Développement d’un algorithme d’initialisation d’un système multi-FMU
Research report, 1, IRIT, April 2015.
Pascale Zaraté, Leila Amgoud, Guy Camilleri, Claudette Cayrol, Sylvie Doutre, Didier Dubois, Florence Dupin De Saint Cyr – Bannay, Hélène Fargier, Umberto Grandi, Romain Guillaume, Marie-Christine Lagasquie-Schiex, Laurent Perrussel, Caroline Thierry
L’Aide à la Décision à l’IRIT
Research report, IRIT/RR–2015–10–FR, IRIT, June 2015.
URL : http://www.irit.fr/publis/SMAC/DOCUMENTS/PUBLIS/zarate_rapport_irit_ad_IRIT.pdf
BibTeXANALYSE COMPARATIVE DE METHODES MULTICRITERES D’AIDE A LA DECISION POUR LE SECTEUR FINANCIER
Research report, IRIT/RR201507–FR, IRIT, June 2015.
URL : http://www.irit.fr/publis/SMAC/DOCUMENTS/PUBLIS/RAKOTOARIVELO_REPORT1_Juin_2015.pdf
BibTeXFatima Dargam, Pascale Zaraté, Rita Ribeiro, Boris Delibasic, Isabelle Linden, Shaofeng Liu, Jason Papathanasiou, Jorge Hernandez
EURO Working Group on Decision Support System : Newsletter N°13
Research report, IRIT/RR–2015–06–FR, IRIT, May 2015.
URL : http://www.irit.fr/publis/SMAC/DOCUMENTS/PUBLIS/Zarate_Newsletter EWG-DSS Nr.13 – Year 2014-2015- Final.pdf
BibTeXFatima Dargam, Pascale Zaraté, Rita Ribeiro, Shaofeng Liu
The Role of Decision Making in the Big Data Era
Research report, RR201505FR, IRIT, May 2015.
Charles Triboulot, Sylvie Trouilhet, Jean-Paul Arcangeli, Fabrice Robert
Opportunistic software composition: benefits and requirements
Research report, IRIT/RR–2015–03–FR, IRIT, March 2015.
Jean-Paul Arcangeli, Amel Bouzeghoub, Valérie Camps, Sophie Chabridon, Denis Conan, Thierry Desprats, Romain Laborde, Sébastien Leriche, Hervé Maurel, Mohamed Mbarki, André Péninou, Chantal Taconet, Pascale Zaraté
Méthodes et outils intergiciels de gestion de contexte multi-échelle pour l’Internet des objets : programme scientifique du projet ANR INCOME
Research report, IRIT/RR–2014–11–FR, IRIT, December 2014.
Abstract URL : https://www.irit.fr/income/uploads/RR201411FR.pdf
BibTeX
team Contracts
| Acronym | Title | Resp. sc | Start-End year | |
|---|---|---|---|---|
| EDEN4SG |  | Gestion dynamique et efficace de l’énergie pour les smart grids de grande taille | Guy CAMILLERI | 2023 – 2027 |
| PEPR TASE : TASTING | | Transformation numérique des réseaux dénergies pour une meilleure résilience et flexibilité du système | Guy CAMILLERI | 2023 – 2024 |
| MADRAS [Contract completed] | | Modélisation multi-agents de la dynamique de foules piétonnes denses : Prévoir & Comprendre | Benoit GAUDOU | 2021 – 2024 |
| SwITCh [Contract completed] | | Simuler la transition des infrastructures de transport jusquà la ville durable et intelligente | Frédéric AMBLARD | 2019 – 2023 |
| 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 |
| Acronym | Title | Resp. sc | Start-End year |
|---|
| Acronym | Title | Resp. sc | Start-End year | |
|---|---|---|---|---|
| MoCo-Data | Allocation Doctorale : Efficacité énergétique des bâtiments : détermination des modèles de comportements des systèmes – Approche guidée par les données et l’IA | Stéphanie COMBETTES | 2023 – 2026 | |
| MIDOC | Défi Clé Mobilité Intelligente et Durable en Occitanie : financements de stages 2024 | Christine RÉGIS Antonio SERPA Rahim KACIMI | 2024 – 2025 | |
| MIDOC : Ingénieur 2024 | Défi Clé Mobilité Intelligente et Durable en Occitanie : Financement d’Ingénieurs 2024 | Valérie CAMPS Antonio SERPA Yannick CHEVALIER Rahim KACIMI Elsy KADDOUM | 2024 – 2027 | |
| AILP [Contract completed] | Assistance Intelligente et proactive en environnement Professionnel | Jean-Paul ARCANGELI | 2019 – 2021 | |
| 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] | Allocation Doctorale : Conditions de reprise de contrôle par auto-observation des situations au sein dun véhicule autonome, connecté | Marie-Pierre GLEIZES | 2018 – 2021 | |
| VILLE [Contract completed] | Recherche et Sociétés : Du campus partagé à la Région intelligente | Christine RÉGIS | 2018 – 2020 | |
| MADA [Contract completed] | Modèles Multi-Agent à Dires d’Acteurs | Benoit GAUDOU | 2017 – 2022 | |
| OPOCOMPO [Contract completed] | Allocation Doctorale : Composition logicielle opportuniste pour les systèmes ambiants, mobiles et autonomes | Jean-Paul ARCANGELI | 2017 – 2021 | |
| METEOSWIFT [Contract completed] | Meteorology & Simulation for a wind forecasting tool | Marie-Pierre GLEIZES | 2016 – 2018 | |
| SUNIAGRI [Contract completed] | SUNIAGRI | 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 | |
| 3pegase [Contract completed] | 3Pegase – Convention de reversement CHU de Toulouse | Carole BERNON | 2016 – 2020 | |
| AMAS4BigData [Contract completed] | Allocation Doctorale : analyse dynamique de masses de données par système multi-agent adaptatif | Jean-Pierre GEORGÉ | 2015 – 2019 | |
[Contract completed] | Allocation post-doctorale : Plateforme multi-agent d’intégration et de simulation pour les systèmes ambiants | Marie-Pierre GLEIZES | 2015 – 2018 | |
| GENSTAR [Contract completed] | Génération de populations synthétiques spatialisées et socialement structurées pour la simulation sociale | Frédéric AMBLARD | 2014 – 2020 | |
| COMPAGNON [Contract completed] | Allocation doctorale : Dispositif sociotechnique pour favoriser l’autonomie et l’accessibilité aux espaces publics | Chihab HANACHI | 2013 – 2017 |