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Philippe Caillou

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Cartolabe: A Web-Based Scalable Visualization of Large Document Collections

Philippe Caillou , Jonas Renault , Jean-Daniel Fekete , Anne-Catherine Letournel , Michèle Sebag
IEEE Computer Graphics and Applications, 2021, 41 (2), pp.76--88. ⟨10.1109/MCG.2020.3033401⟩
Journal articles hal-02499006v1
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Building, composing and experimenting complex spatial models with the GAMA platform

Patrick Taillandier , Benoit Gaudou , Arnaud Grignard , Quang-Nghi Huynh , Nicolas Marilleau
Geoinformatica, 2018, 23 (2), pp.299-322. ⟨10.1007/s10707-018-00339-6⟩
Journal articles hal-01975984v1

Multidimensional Decision Model for Classifying Learners!! : the case of Massive Online Open Courses (MOOCs) 

Imène Brigui-Chtioui , Philippe Caillou
Journal of Decision Systems, 2017, 26 (2), 170-188 p
Journal articles hal-02311912v1

Multidimensional Decision Model for Classifying Learners: the case of Massive Online Open Courses (MOOCs)

Imène Brigui-Chtioui , Philippe Caillou
Journal of Decision Systems, 2017, ⟨10.1080/12460125.2017.1252235⟩
Journal articles hal-01391011v1
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Description automatique de dynamiques de groupes dans des simulations à base d'agents

Philippe Caillou , Javier Gil-Quijano
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2014, 27, pp.739-764. ⟨10.3166/RIA.27.739-764⟩
Journal articles hal-00927587v1
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Refounding of Activity Concept ? Towards a Federative Paradigm for Modeling and Simulation

Alexandre Muzy , Franck Varenne , Bernard P. Zeigler , Jonathan Caux , Patrick Coquillard
SIMULATION: Transactions of The Society for Modeling and Simulation International, 2013, 89 (2), pp.156-177. ⟨10.1177/0037549712457852⟩
Journal articles hal-00738218v1
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Automated observation of multi-agent based simulations: a statistical analysis approach

Philippe Caillou , Javier Gil-Quijano , Xiao Zhou
Studia Informatica Universalis, 2012, 10 (3), pp.62--86
Journal articles hal-00738384v1
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Searching Pareto-optimal solutions for the problem of forming and restructuring coalitions in multi-agents systems

Philippe Caillou , Samir Aknine , Suzanne Pinson
Group Decision and Negotiation, 2010, 19 (1), pp.7-37. ⟨10.1007/s10726-009-9183-9⟩
Journal articles inria-00370430v1

Méthode Pareto-optimale de formation et de restructuration dynamique de coalitions d'agents

Philippe Caillou , Samir Aknine , Suzanne Pinson
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2003, 17 (4), pp.655-685. ⟨10.3166/ria.17.655-685⟩
Journal articles hal-01185754v1
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Fairness in job recommendations: estimating, explaining, and reducing gender gaps

Guillaume Bied , Christophe Gaillac , Morgane Hoffmann , Philippe Caillou , Bruno Crépon
AEQUITAS 2023 - First AEQUITAS Workshop on Fairness and Bias in AI | co-located with ECAI 2023, Oct 2023, Krakow, Poland
Conference papers hal-04438512v1

Gender fairness in job recommendation: a case study

Guillaume Bied , Christophe Gaillac , Morgane Hoffmann , Solal Nathan , Philippe Caillou
AI for HR and Public Employment Services, Feb 2023, Ghent (BE), Belgium
Conference papers hal-04025006v1
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Toward Job Recommendation for All

Guillaume Bied , Solal Nathan , Elia Perennes , Morgane Hoffmann , Philippe Caillou
IJCAI 2023 - The 32nd International Joint Conference on Artificial Intelligence, Aug 2023, Macau, China. pp.5906-5914, ⟨10.24963/ijcai.2023/655⟩
Conference papers hal-04245528v1

Using Data from job seekers, job offers and past hirings to learn a Job Recommender System: the VADORE Project

Guillaume Bied , Solal Nathan , Elia Perennes , Christophe Gaillac , Philippe Caillou
AI for HR and Public Employment Services, Feb 2023, Ghent (BE), Belgium
Conference papers hal-04025000v1
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RECTO : REcommandation diminuant la Congestion par Transport Optimal

Guillaume Bied , Elia Perennes , Solal Nathan , Victor Naya , Philippe Caillou
APIA 2023 - 9ème Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle, AFIA-Association Française pour l'Intelligence Artificielle; ICube-laboratoire des sciences de l'ingénieur, de l'informatique et de l'imagerie, Jul 2023, Strasbourg, France. pp.89-98
Conference papers hal-04158566v1
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Recommender system in a non-stationary context: recommending job ads in pandemic times

Guillaume Bied , Solal Nathan , Elia Pérennes , Victor Alfonso Naya , Philippe Caillou
FEAST workshop ECML-PKDD 2022, Sep 2022, Grenoble, France
Conference papers hal-03831247v1
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Towards causal modeling of nutritional outcomes

Ksenia Gasnikova , Philippe Caillou , Olivier Allais , Michèle Sebag
Causal Analysis Workshop Series (CAWS) 2021, Jul 2021, online, United States. pp.5-19
Conference papers hal-03620867v1

Adaptative Strategies for Multicriteria Auctions: an Empirical Study

Imène Brigui-Chtioui , Philippe Caillou , Suzanne Pinson
4th International Conference on Information Systems and Management Science (ISMS 2021). LNNS vol 521, SpringerLink, Dec 2021, Msida, Malta
Conference papers hal-03560974v1
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Congestion-Avoiding Job Recommendation with Optimal Transport

Guillaume Bied , Elia Perennes , Victor Alfonso Naya , Philippe Caillou , Bruno Crépon
FEAST workshop ECML-PKDD 2021, Sep 2021, Bilbao, Spain
Conference papers hal-03540316v1
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Designing labor market recommender systems: the importance of job seeker preferences and competition

Victor Alfonso Naya , Guillaume Bied , Philippe Caillou , Bruno Crépon , Christophe Gaillac
4. IDSC of IZA Workshop: Matching Workers and Jobs Online - New Developments and Opportunities for Social Science and Practice, Oct 2021, Online, France
Conference papers hal-03540319v1

Inconspicuous digital labor and online quality valuations: The case of a French restaurant booking and rating platform

P. Caillou , Antonio A. Casilli , Elise Penalva-Icher , J. Posada , P. Tubaro
Conference Reshap Work, Oct 2019, Amsterdam, Netherlands
Conference papers hal-02112879v1

From online quality valuations to a new division of labor: how platforms transform value creation in the restaurant industry

P. Caillou , Antonio A. Casilli , Elise Penalva-Icher , J. Posada , P. Tubaro
Colloque Travail et Emploi à l’ère du capitalisme de Plateforme, Jun 2018, Paris, France
Conference papers hal-02108982v1
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Intelligent Digital Learning: Agent-Based Recommender System

Imène Brigui-Chtioui , Philippe Caillou , Elsa Negre
ICMLC 2017 - 9th International Conference on Machine Learning and Computing, Feb 2017, Singapore, Singapore. ⟨10.1145/3055635.3056592⟩
Conference papers hal-01680527v1
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Language Modelling for Collaborative Filtering: Application to Job Applicant Matching

Thomas Schmitt , François Gonard , Philippe Caillou , Michèle Sebag
ICTAI 2017 - 29th IEEE International Conference on Tools with Artificial Intelligence, Nov 2017, Boston, United States. pp.1-8
Conference papers hal-01659543v1
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A situated BDI agent architecture for the GAMA modelling and simulation platform

Patrick Taillandier , Mathieu Bourgais , Philippe Caillou , Carole Adam , Benoit Gaudou
17th International Workshop on Multi-Agent-Based Simulation (MABS 2016) at AAMAS 2016, May 2016, Singapore, Singapore. pp. 3-23
Conference papers hal-01690132v1

A BDI agent architecture for the GAMA modeling and simulation platform

Patrick Taillandier , Mathieu Bourgais , Philippe Caillou , Carole Adam , Benoit Gaudou
MABS 2016 - 17th International Workshop on Multi-Agent-Based Simulation, May 2016, Singapour, Singapore. 155 p., ⟨10.1007/978-3-319-67477-3_1⟩
Conference papers hal-02744133v1
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A BDI agent architecture for the GAMA modeling and simulation platform

Patrick Taillandier , Mathieu Bourgais , Philippe Caillou , Carole Adam , Benoit Gaudou
MABS 2016 Multi-Agent-Based Simulation, May 2016, Singapore, Singapore. 10 p., ⟨10.3233/978-1-61499-254-7-395⟩
Conference papers hal-01391002v1
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Matching Jobs and Resumes: a Deep Collaborative Filtering Task

Thomas Schmitt , Philippe Caillou , Michèle Sebag
GCAI 2016 - 2nd Global Conference on Artificial Intelligence, Sep 2016, Berlin, Germany
Conference papers hal-01378589v1

Approche Anytime pour l'ajustement de l'incrément dans les enchères multicritères automatisées

Imène Brigui-Chtioui , Philippe Caillou , Suzanne Pinson
23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA'15), Jun 2015, Rennes, France. pp.153-162
Conference papers hal-01163019v1
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A Socio-cognitive Approach to Personality: Machine-learned Game Strategies as Cues of Regulatory Focus

Caroline Faur , Philippe Caillou , Jean-Claude Martin , Celine Clavel
Affective Computing and Intelligent Interaction (ACII 2015), Sep 2015, Xi'an, China
Conference papers hal-01216540v1
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A Simple-to-use BDI architecture for Agent-based Modeling and Simulation

Philippe Caillou , Benoit Gaudou , Arnaud Grignard , Chi Quang Truong , Patrick Taillandier
The Eleventh Conference of the European Social Simulation Association (ESSA 2015), Sep 2015, Groningen, Netherlands
Conference papers hal-01216165v1

Providing Modelers with a Simple Yet Rich Tool to Define Cognitive Agents with the GAMA Platform

Patrick Taillandier , Philippe Caillou , Benoit Gaudou , Arnaud Grignard , Bourgais Mathieu
Conference on Complex Systems (CCS 2015), Sep 2015, Tempe, United States
Conference papers hal-01216183v1

A Socio-cognitive Approach to Personality: Machine-learned Game Strategies as Cues of Regulatory Focus

Caroline Faur , Philippe Caillou , Jean-Claude Martin , Céline Clavel
International Conference on Affective Computing and Intelligent Interaction, Jan 2015, Xi'an, China
Conference papers hal-01838658v1
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GAMA: a spatially explicit, multi-level, agent-based modeling and simulation platform

Alexis Drogoul , Edouard Amouroux , Philippe Caillou , Benoit Gaudou , Arnaud Grignard
11th International Conference on Practical Applications of Agents and Multi-Agent Systems PAAMS 2013, May 2013, Salamanque, Spain. 4 p., ⟨10.1007/978-3-642-38073-0_25⟩
Conference papers hal-02749621v1
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GAMA: multi-level and complex environment for agent-based models and simulations

Alexis Drogoul , Edouard Amouroux , Philippe Caillou , Benoit Gaudou , Arnaud Grignard
AAMAS '13: 12th International conference on Autonomous Agents and Multi-Agent Systems, May 2013, Sain-Paul, United States. pp.1361-1362, ⟨10.5555/2484920.2485225⟩
Conference papers hal-02749393v1
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GAMA: A Spatially Explicit, Multi-level, Agent-Based Modeling and Simulation Platform

Alexis Drogoul , Edouard Amouroux , Philippe Caillou , Benoit Gaudou , Arnaud Grignard
Practical Applications of Agents and Multi-Agent Systems, 2013, Spain. pp.271-274
Conference papers hal-00834494v1
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GAMA: multi-level and complex environment for agent-based models and simulations (demonstration)

Alexis Drogoul , Edouard Amouroux , Philippe Caillou , Benoit Gaudou , Arnaud Grignard
international conference on Autonomous agents and multi-agent systems, 2013, United States. pp.1361-1362
Conference papers hal-00834498v1
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Description automatique de dynamiques de groupes dans des simulations à base d'agents

Philippe Caillou , Javier Gil-Quijano
Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2012), Oct 2012, Honfleur, France. pp.23-32
Conference papers hal-00738184v1
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SimAnalyzer: automated description of groups dynamics in agent-based simulations

Philippe Caillou , Javier Gil-Quijano
AAMAS 2012, Jun 2012, Valencia, Spain. pp.1353-1354
Conference papers hal-00738182v1

Caractérisation et typologie du contexte initial des pôles

Philippe Caillou , Emilie-Pauline Gallié , Valérie Mérindol , Thierry Weil
7e congrés de l'Académie de l'entrepreneuriat et de l'innovation, Oct 2011, Paris, France
Conference papers hal-00653037v1

Automated observation of complex systems simulations

Xiao Zhou , Philippe Caillou , Javier Gil-Quijano
V2CS 2011, Nov 2011, Paris, France
Conference papers hal-00644639v1
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Referral hiring and labor markets: a computational study

Samuel Thiriot , Zach Lewkovicz , Philippe Caillou , Jean-Daniel Kant
Artificial Economics 2011, Sep 2011, The Hague, Netherlands. pp.15-25, ⟨10.1007/978-3-642-21108-9_2⟩
Conference papers inria-00579625v1

Les pôles de compétitivité français en fonction de leur contexte initial dʼémergence : essai de caractérisation

Emilie-Pauline Gallié , Valérie Mérindol , Philippe Caillou , Thierry Weil
EvoReg 2011, Oct 2011, Strasbourg, France
Conference papers hal-00653036v1
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How detailed should social networks be for labor market's models ?

Zach Lewkovicz , Samuel Thiriot , Philippe Caillou
SNAMAS@AISB 2011, Apr 2011, York, United Kingdom
Conference papers inria-00579620v1
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Automated Multi-Agent Simulation Generation and Validation

Philippe Caillou
PRIMA 2010, Nov 2010, Calcutta, India. pp.398-413
Conference papers inria-00545253v1
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Génération et analyse automatique de simulations multi-agents

Philippe Caillou
JFSMA 2010, Oct 2010, Mahdia, Tunisie
Conference papers inria-00545251v1
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Pride and Prejudice on a Centralized Academic Labor Market

Philippe Caillou , Michèle Sebag
Artificial Economics 09, Sep 2009, Valladolid, Spain
Conference papers inria-00380541v1
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Which Buyer-Supplier Strategies on Uncertain Markets? A Multi-Agents Simulation

Corentin Curchod , Philippe Caillou , Tiago Baptista
Strategic Managemtn Society, Oct 2009, Washington, United States
Conference papers inria-00380540v1

An Agent Model Using Polychronous Networks

Julio Monteiro , Philippe Caillou , Marco Netto
Colibri, Jul 2009, Bento Gonçalves, Brazil. pp.76-80
Conference papers inria-00393065v1
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Simulation of the Rungis Wholesale Market: Lessons on the Calibration, Validation and Usage of a Cognitive Agent-Based Simulation

Philippe Caillou , Corentin Curchod , Tiago Baptista
IAT 2009, Sep 2009, Milano, Italy. pp.70-73, ⟨10.1109/WI-IAT.2009.129⟩
Conference papers inria-00429616v1
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Modelling a Centralized Academic Labour Market: Efficiency and Fairness

Philippe Caillou , Michèle Sebag
ECCS 2008, Sep 2008, Jerusalem, Israel
Conference papers inria-00319072v1
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Multi-agent Based simulation for Decision-Making: an application to Rungis food market

Philippe Caillou , Tiago Baptista , Corentin Curchod
GDN 2008, Jun 2008, Coimbra, Portugal. pp.193-194
Conference papers inria-00288111v1
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Economy-driven Shaping of Social Networks and Emerging Class Behaviors

Philippe Caillou , Frédéric Dubut , Michèle Sebag
Artificial Economics 2007, 2007, Palerme, Italy. pp.195-208
Conference papers inria-00166089v1
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Negotiation protocols and dynamic social networks

Philippe Caillou , Michèle Sebag , Frédéric Dubut
Multi-Agents for modeling Complex Systems (MA4CS'07) Satellite Workshop of the European Conference on Complex Systems (ECCS'07), Oct 2007, Dresde, Germany
Conference papers inria-00167465v1
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Prêts bilatéraux et réseaux sociaux

Philippe Caillou , Frédéric Dubut , Michèle Sebag
Modelling and learning in Social and Human Sciences MASHS 07, May 2007, Brest, France
Conference papers inria-00167459v1
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Analyse de données symboliques et graphe de connaissances d'un agent

Philippe Caillou , Edwin Diday
EGC 2005, 2005, paris, France. pp.643-648
Conference papers inria-00292386v1

Méthode Consensuelle de Formation de Coalitions Multi-agents

Samir Aknine , Philippe Caillou , Aurélien Slodzian
RFIA 2004 - 14ème congrès francophone de reconnaissance des formes et intelligence artificielle, Jan 2004, Toulouse, France. pp.979-988
Conference papers hal-01498931v1
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Agreements without Disagreements: A Coalition Formation Method

Philippe Caillou , Samir Aknine
ECAI 2004 - 16th European Conference on Artificial Intelligence, Aug 2004, Valencia, Spain. pp.3-7
Conference papers hal-01499280v1
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Raisonnement heuristique réflexif dans un agent temps réel

Philippe Caillou
JNMR'03 - 3èmes Journées Nationales sur les Modèles de Raisonnement, Nov 2003, Paris, France. pp.51-66
Conference papers hal-03994922v1

Découverte et utilisation efficace de nouveaux concepts et heuristiques: proposition d’un modèle d’agent

Philippe Caillou
Rencontre des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 03), Jul 2003, Laval, France. pp.223-236
Conference papers hal-03994911v1
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A Multi-Agent Method for Forming and Dynamic Restructuring of Pareto Optimal Coalitions

Philippe Caillou , Samir Aknine , Suzanne Pinson
First International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 02), 2002, Bologna, Italy. pp.1074-1081
Conference papers inria-00166072v1
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Modélisation des données boursières à l'aide de l'analyse de données symboliques

Philippe Caillou , Edwin Diday
EGC 2001, Jan 2001, Nantes, France. pp.169-180
Conference papers hal-04000912v1
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Seeded Influencer Ranking

Marco Bressan , Philippe Caillou , Cyril Furtlehner , Michèle Sebag , Fabien Barzic
Big Data Business Convention, Nov 2015, Jouy-en-Josas, France
Conference poster hal-03832447v1

Qualité de vie au travail et santé économique des entreprises : étude des causalités

Philippe Caillou , Diviyan Kalainathan , Olivier Goudet , Isabelle Guyon , Michèle Sebag
Le travail en mouvement, Presses des Mines, pp.57-77, 2019, 978-2-35671-544-9
Book sections hal-04183548v1

Learning Functional Causal Models with Generative Neural Networks

Olivier Goudet , Diviyan Kalainathan , Philippe Caillou , David Lopez-Paz , Isabelle Guyon
Explainable and Interpretable Models in Computer Vision and Machine Learning, Springer International Publishing, 2018, Springer Series on Challenges in Machine Learning, 978-3-319-98131-4. ⟨10.1007/978-3-319-98131-4⟩
Book sections hal-01649153v1

A simple-to-use BDI architecture for agent-based modeling and simulation

Philippe Caillou , Benoit Gaudou , Arnaud Grignard , Chi Quang Truong , Patrick Taillandier
Advances in Social Simulation 2015, Chapter 2, Springer International Publishing AG, 13 p., 2017, Advances in Intelligent Systems and Computing, 978-3-319-47252-2. ⟨10.1007/978-3-319-47253-9_2⟩
Book sections hal-01607098v1

Exploring Complex Models in NetLogo

Philippe Caillou , Sébastien Rey-Coyrehourcq , Nicolas Marilleau , Arnaud Banos
Arnaud Banos; Christophe Lang; Nicolas Marilleau. Agent-based Spatial Simulation with NetLogo, Volume 2 Advanced Concepts, 2, 2016, 9781785481574. ⟨10.1016/B978-1-78548-157-4.50006-6⟩
Book sections hal-01680536v1

Exploration de modèles agent

Arnaud Banos , Philippe Caillou , Benoit Gaudou , Nicolas Marilleau
Simulation spatiale à base d’agents avec NetLogo 1, ISTE, pp.49, 2015
Book sections hal-01216207v1
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Agent-based Model Exploration

Arnaud Banos , Philippe Caillou , Benoit Gaudou , Marilleau Nicolas
Arnaud Banos; Christophe Lang; Nicolas Marilleau. Agent-based Spatial Simulation with NetLogo - Volume 1 Introduction and Bases, 1, ISTE Press - Elsevier, pp.125-181, 2015, Volume 1: Introduction and Bases, 978-1-78548-055-3. ⟨10.1016/B978-1-78548-055-3.50004-6⟩
Book sections hal-02402063v1