SMAC Team

Head : 

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

Complex Systems
Adaptive Multi-Agent Systems
Agent-Based Modelling and Simulation
Agent-Oriented Software Engineering
Coordination in Multi-Agent Universes

Members team

Permanent members
    Non-permanent members
      Related members

        publications team

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

        Model-Driven Engineering for End-Users in the Loop in Smart Ambient Systems

        Journal of Universal Computer Science, Graz University of Technology, Institut für Informationssysteme und Computer Medien, 2021, Advances and Challenges for Model and Data Engineering, 27 (7), pp.755 – 773. ⟨10.3897/jucs.70515⟩

        Accès: https://hal.archives-ouvertes.fr/hal-03336164

      • Filipo Studzinski Perotto, Imen Trabelsi, Stéphanie Combettes, Valérie Camps, Elsy Kaddoum, Nicolas Verstaevel

        Deciding when to Quit the Gambler’s Ruin Game with Unknown Probabilities

        International Journal of Approximate Reasoning, Elsevier, 2021, 137, pp.16-33. ⟨10.1016/j.ijar.2021.06.013⟩

        Accès: https://hal.archives-ouvertes.fr/hal-03284848

      • Davide Guastella, Guilhem Marcillaud, Cesare Valenti

        Edge-Based Missing Data Imputation in Large-Scale Environments

        Information, MDPI, 2021, 12 (5), pp.195. ⟨10.3390/info12050195⟩

        Accès: https://hal.archives-ouvertes.fr/hal-03220723

      • Imen Trabelsi, Filipo Studzinski Perotto, Usman Malik

        Training universal background models with restricted data for speech emotion recognition

        Journal of Ambient Intelligence and Humanized Computing, Springer, 2021, ⟨10.1007/s12652-021-03200-1⟩

        Accès: https://hal.archives-ouvertes.fr/hal-03194458

      • Kevin Chapuis, Isabelle Ruin, Alexis Drogoul, Thi Thu Trang Ngo, Benoit Gaudou, Tien Dung Tran Ngoc

        Vulnérabilité face aux catastrophes naturelles : comportements de mise en protection et gestion de l’évacuation en cas de crue rapide

        FAP : La Francophonie en Asie-Pacifique, Institut Francophone International de l’Université Nationale du Vietnam, Hanoi, en partenariat avec les Presses Universitaires de Provence (PUP), 2021, Environnement et développement durable en Asie du Sud-Est, 6 (2020) (6), pp.1-18

        Accès: https://hal.archives-ouvertes.fr/hal-03258918

      • Valérie Camps, Stéphanie Combettes, Teddy Bouziat

        SApHESIA: An agent-based model and a criticality-based heuristic for cooperatively coupling SoSs

        Science of Computer Programming, Elsevier, 2020, 200, pp.102533. ⟨10.1016/j.scico.2020.102533⟩

        Accès: https://hal.archives-ouvertes.fr/hal-02939314

      • R.I. Ogie, Nicolas Verstaevel

        Disaster informatics: An overview

        Progress in Disaster Science, 2020, 7, pp.100111. ⟨10.1016/j.pdisas.2020.100111⟩

        Accès: https://hal.archives-ouvertes.fr/hal-02867456

      • Benoit Gaudou, Nghi Quang Huynh, Damien Philippon, Arthur Brugière, Kevin Chapuis, Patrick Taillandier, Pierre Larmande, Alexis Drogoul

        COMOKIT: A Modeling Kit to Understand, Analyze, and Compare the Impacts of Mitigation Policies Against the COVID-19 Epidemic at the Scale of a City

        Frontiers in Public Health, Frontiers Media S.A., 2020, 8, pp.563247. ⟨10.3389/fpubh.2020.563247⟩

        Accès: https://hal.archives-ouvertes.fr/hal-02968260

      • Mehdi Djellabi, Bertrand Jouve, Frederic Amblard

        Dense and sparse vertex connectivity in networks

        Journal of Complex Networks, Oxford University Press, 2020, 8 (3), ⟨10.1093/comnet/cnaa021⟩

        Accès: https://hal.archives-ouvertes.fr/hal-03109336

      • Hugh Forehead, Johan Barthelemy, Bilal Arshad, Nicolas Verstaevel, Owen Price, Pascal Perez

        Traffic exhaust to wildfires: PM2.5 measurements with fixed and portable, low-cost LoRaWAN-connected sensors

        PLoS ONE, Public Library of Science, 2020, 15 (4), pp.e0231778. ⟨10.1371/journal.pone.0231778⟩

        Accès: https://hal.archives-ouvertes.fr/hal-02871086

      • National journals articles
      • Christophe Sibertin-Blanc

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

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

        Accès: https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-02548075

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        International conferences articles
      • Thanh Le, Cuong Nguyen, Chihab Hanachi

        Agent-Based Modeling and Simulation of Citizens Sheltering During a Tsunami: Application to Da Nang City in Vietnam

        13th International Conference on Computational Collective Intelligence, Sep 2021, Rhodes, Greece. ⟨10.1007/978-3-030-88113-9_16⟩

        Accès: https://hal-univ-tlse3.archives-ouvertes.fr/hal-03364437

      • Clément Nicolle, Doryan Kaced, Benoit Gaudou, Mehdi Saqalli

        Perception-Based Maps as input data for Agent-Based Modeling: application to the colonization of the Ecuadorian Amazonia

        GAMA Days 2021, Patrick Taillandier, Jun 2021, Online, France

        Accès: https://hal.archives-ouvertes.fr/hal-03416320

      • Kristell Aguilar Alarcon, Loïc Caroux, Marie-Pierre Gleizes, Elsy Kaddoum

        Characteristics model for representing entities as part of the driving process

        21st Triennial Congress of International Ergonomics Association – IEA 2021, Jun 2021, Vancouver, Canada

        Accès: https://hal.archives-ouvertes.fr/hal-03114231

      • Colin Poubel, Benoit Gaudou, Eric Andonoff, Hanachi Chihab

        From BPMN to GAML: application to crisis management

        GAMA Days 2021, Jun 2021, online, France

        Accès: https://hal.archives-ouvertes.fr/hal-03452090

      • Gary Perelman, Frederic Amblard, Emmanuel Dubois, Benoit Gaudou, Elsy Kaddoum, Marc Mequignon, Cédric Sanza, Marcos Serrano, Antonio Serpa, Nicolas Verstaevel

        Toward phygital agent-based interactive simulations to support urban planning

        6th International Workshop on Agent-Based Modelling of Urban Systems (ABMUS @ AAMAS 2021), May 2021, London (Virtual), United Kingdom. pp.36-40

        Accès: https://hal.archives-ouvertes.fr/hal-03226686

      • Kevin Chapuis, Patrick Taillandier, Benoit Gaudou, Arthur Brugière, Alexis Drogoul, Alessandro Araldi, Giovanni Fusco

        Using the COMOKIT model to study the impact of the morpho-functional organization of cities on the spread of COVID-19

        6th International Workshop on Agent-Based Modelling of Urban Systems (ABMUS @ AAMAS 2021), May 2021, Londres, United Kingdom. pp.61-65

        Accès: https://hal.archives-ouvertes.fr/hal-03226688

      • Jean-François Erdelyi, Carole Adam, Benoit Gaudou, Franck Taillandier, Nicolas Verstaevel

        Simulating the transition of mobility toward smart and sustainable cities

        6th International Workshop on Agent-Based Modelling of Urban Systems (ABMUS @ AAMAS 2021), May 2021, London (virtual), United Kingdom. pp.41-45

        Accès: https://hal.archives-ouvertes.fr/hal-03226687

      • Filipo Studzinski Perotto, Sattar Vakili, Pratik Gajane, Yaser Faghan, Mathieu Bourgais

        Gambler Bandits and the Regret of Being Ruined

        20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), May 2021, London (fully virtual event), United Kingdom

        Accès: https://hal.archives-ouvertes.fr/hal-03120813

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

        Automatic and Intelligent Composition of Pervasive Applications – Demonstration

        19th IEEE International Conference on Pervasive Computing and Communications (PerCom 2021), Mar 2021, Kassel (virtual), Germany

        Accès: https://hal.archives-ouvertes.fr/hal-03200989

      • Filipo Studzinski Perotto, Stéphanie Combettes, Valérie Camps, Elsy Kaddoum, Guilhem Marcillaud, Pierre Glize, Marie-Pierre Gleizes

        Integrating Shared Information into the Sensorial Mapping of Connected and Autonomous Vehicles

        13th International Conference on Agents and Artificial Intelligence (ICAART 2021), Feb 2021, Lisbonne (virtuel), Portugal. pp.454-461

        Accès: https://hal.archives-ouvertes.fr/hal-03120818

      • National conferences articles
      • 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.archives-ouvertes.fr/hal-02453126

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

        Approche Multi-agent pour l’analyse de journaux

        27emes Journées Francophones sur les Systèmes Multi-Agents (JFSMA), Jul 2019, Toulouse, France. pp.17-26

        Accès: https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-02879726

      • 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.archives-ouvertes.fr/hal-02442024

      • 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://hal-enac.archives-ouvertes.fr/hal-02158902

      • Tanguy Esteoule, Carole Bernon, Marie-Pierre Gleizes, Morgane Barthod

        Improving Wind Power Forecasting through Cooperation: A Case-Study on Operating Farms

        8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019), May 2019, Montréal, Canada. pp.1940-942

        Accès: https://hal.archives-ouvertes.fr/hal-02494146

      • Sébastien Maignan, Carole Bernon

        Découverte d’équilibres dynamiques globaux par coopération locale et sans fonction d’évaluation

        26èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2018), Oct 2018, Métabief, France. pp.159-168

        Accès: https://hal.archives-ouvertes.fr/hal-02089291

      • Amir Sakka, Sandro Bimonte, Lucile Sautot, Guy Camilleri, Pascale Zaraté, Aurelien Besnard

        Une méthodologie collaborative de conception d’entrepôt de données

        Journées Francophones sur les Entrepôts de Données et l’Analyse en ligne (EDA), Oct 2018, Tanger, Maroc. pp.41-56

        Accès: https://hal.archives-ouvertes.fr/hal-02089308

      • Bourgais Mathieu, Patrick Taillandier, Laurent Vercouter

        Cognition, émotions et relations sociales pour la simulation multi-agent

        Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2017), Jul 2017, Caen, France

        Accès: https://hal.archives-ouvertes.fr/hal-01566960

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        Books
      • 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.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-03176948

      • Arthur Brugière, Minh 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.archives-ouvertes.fr/hal-03258915

      • Kevin Chapuis, Taha 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.archives-ouvertes.fr/hal-03258912

      • Filipo Studzinski Perotto, Nicolas Verstaevel, Imen Trabelsi, Laurent Vercouter

        Combining Bandits and Lexical Analysis for Document Retrieval in a Juridical Corpora

        Artificial Intelligence XXXVII 40th SGAI International Conference on Artificial Intelligence, AI 2020, Cambridge, UK, December 15–17, 2020, Proceedings, 12498, pp.317-330, 2020, Lecture Notes in Computer Science book series (LNCS), ⟨10.1007/978-3-030-63799-6_24⟩

        Accès: https://hal.archives-ouvertes.fr/hal-03108194

      • 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

        Accès: https://hal.archives-ouvertes.fr/hal-02152070

      • 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.archives-ouvertes.fr/hal-02976628

      • 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⟩

        Accès: https://hal.archives-ouvertes.fr/hal-02976650

      • 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

      • 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.archives-ouvertes.fr/hal-02976630

      • Thesis and HDR
      • Bruno Dato

        Lifelong Learning by Endogenous Feedback, application to a Robotic System

        Multiagent Systems [cs.MA]. Université Toulouse 3 – Paul Sabatier, 2021. English

        Accès: https://hal.archives-ouvertes.fr/tel-03341997

      • 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.archives-ouvertes.fr/tel-03257071v2

      • Audren Bouadjio-Boulic

        Génération multi-agents de réseaux sociaux

        Modélisation et simulation. Université Toulouse 1 Capitole (UT1 Capitole), 2021. Français

        Accès: https://hal-univ-tlse3.archives-ouvertes.fr/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://tel.archives-ouvertes.fr/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://tel.archives-ouvertes.fr/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://tel.archives-ouvertes.fr/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://tel.archives-ouvertes.fr/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://tel.archives-ouvertes.fr/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://tel.archives-ouvertes.fr/tel-02934533

      • Sébastien Maignan

        Study of conditions for the emergence of cellular communication using self-adaptive multi-agent systems

        Artificial Intelligence [cs.AI]. Université Paul Sabatier – Toulouse III, 2018. English. ⟨NNT : 2018TOU30094⟩

        Accès: https://tel.archives-ouvertes.fr/tel-02094368

      • Reports
      • 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.archives-ouvertes.fr/hal-03121211

      • 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.archives-ouvertes.fr/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. 2019

        Accès: https://hal.archives-ouvertes.fr/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.archives-ouvertes.fr/hal-03033982

      • Bruno Dato

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

        [Rapport de recherche] IRIT. 2017

        Accès: https://hal.archives-ouvertes.fr/hal-03131896

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        Contracts team

        AcronymeTitreResp. scDébut – fin
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        AcronymeTitreResp. scDébut – fin
        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
        Tuesday 3 December 2019, 10h00
        Prévision de production de parcs éoliens par systèmes multi-agents auto-adaptatifs
        Tanguy ESTEOULE – Team SMAC, IRIT UT3 Paul Sabatier, IRIT, Auditorium J. Herbrand
        #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