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.
- 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
- Kristell AGUILAR ALARCONPhD Student – UT3
- Zenith ARNEJOPhD Student – UT Capitole
- Marie José AZZOPARDI-MAIGNANResearch Engineer – UT3
- Clément BLANCO VOLLEPhD Student – UT3
- Marie BUREAUResearch Engineer – UT3
- Fabrice CRASNIERPhD Student – UT3
- Huu Tu DANGPhD Student – UT Capitole
- Bruno DATOResearch Engineer – UT3
- Kevin DELCOURTPhD Student – UT3
- Maxence DEMOUGEOTPhD Student – UT3
- Youssef EL KOUCHPhD Student – UT3
- Thibault FOUREZPhD Student – UT Capitole
- Yanandlall GOPEEPhD Student – UT3
- Olivier HAUTERVILLEDevelopment Engineer – UT Capitole
- Timothée JAMMOTPhD Student – UT3
- Gilles LEPINARDTeacher-researcher MAST – UT3
- Flavien LOUP HADAMARDIntern M2 – UT Capitole
- Mickael MARTINAssistant Ingénieur – UT3
- Matthieu MASTIOContractual Researcher – Autre tutelle
- Ha Nhi NGOPhD Student – UT3
- Kamaldeep Singh OBEROIContractual Researcher – UT3
- Alexandre PERLESContractual Researcher – UT3
- Philippe PERROLLAZAdjoint Technique – UT3
- Mihai POITELEAIntern M2 – UT3
- Quentin POUVREAUPhD Student – UT3
- Benjamin REFALOResearch Engineer – UT3
- Mathieu RENARDIntern M2 – UT3
- Damia VERGNETPhD Student – UT Capitole
team publications
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⟩
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⟩
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⟩
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⟩
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⟩
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⟩
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⟩
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
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.
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
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⟩
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
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⟩
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
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⟩
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
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⟩
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
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⟩
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, 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
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
Fabrice Crasnier, Florent Bruguier
L’usage des algorithmes de chiffrement au quotidien
8èmes Rencontres Cybersécurité en Occitanie (RCO 2021), Jun 2021, Toulouse, France
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
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
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
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
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⟩
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
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
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⟩
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⟩
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⟩
Oswaldo Teran, Christophe Sibertin-Blanc, Ravi Rojas, Liccia Romero
The Venezuelan System of Potato Production: A Simulation Model to Understand Roots of Deficiencies
Payne, diane and et, al. Social Simulation for a Digital Society, SSC 2017: Social Simulation for a Digital Society, Springer, pp.91–108, 2019, Springer Proceedings in Complexity book series (SPCOM), ⟨10.1007/978-3-030-30298-6_8⟩
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, 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
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
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
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
| Acronyme | Titre | Resp. sc | Début – fin | |
|---|---|---|---|---|
| MADRAS |  | 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] | | Simuler la transition des infrastructures de transport jusquà la ville durable et intelligente | Frédéric AMBLARD | 2019 – 2023 |
| EmoTES [Contract completed] | | Les émotions dans l’interaction sociale : théorie, experimentations, étude logique et informatique | Emiliano LORINI | 2012 – 2014 |
| INCOME [Contract completed] | | Infrastructure logicielle de gestion de contexte multi-échelle pour l’internet des objets | Jean-Paul ARCANGELI Thierry DESPRATS André PÉNINOU | 2012 – 2015 |
| Acronyme | Titre | Resp. sc | Début – fin | |
|---|---|---|---|---|
| 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 – 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] | | Integrated System for Interoperable sensors & Information sources for Common abnormal vessel behaviour detection & Colaborative identification of threat | Marie-Pierre GLEIZES | 2010 – 2014 |
| Acronyme | Titre | Resp. sc | Début – 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] | | Allocation Doctorale : Conditions de reprise de contrôle par auto-observation des situations au sein dun 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 |