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guillaume lozenguez
46%
Libre accès
13
Documents
Affiliations actuelles
- 1076753
- 1076752
- 374570
Identifiants chercheurs
- guillaume-lozenguez
- 0000-0001-6875-7702
- IdRef : 170001350
Présentation
Je suis enseignat-chercher rattaché à l'IMT Nord-Europe sur le corp des Maitre-Assistant du minitére de l'Industrie.
Ma thématique de recherche repose sur la modélisation d'Agents Artificiels dans des Systémes MultiAgent (SMA) appliqués en robotique mobile et aux systèmes de transports.
Je m'intéresse plus spécifiquement à la modélisation et l'algorithmie qui sous-tend la prise de décision autonome sur des systèmes distribués (simulation, planification et coordination). Mon approche se base sur les formalismes issus des chaînes de Markov, soit des automates à transitions stoskastiques. L'objectif consiste à définir et/ou apprendre les variables d'état et d'action, leurs règles d'interdépendances, de causalités, de façon à pouvoir estimer la dynamique d'un système et inférer sur son évolution selon des objectifs à atteindre. La difficulté étant que l'agent est rarement seul à agir sur le système.
I'm an assistant professor at IMT Nord-Europe from 2014. My research topic is based on the modeling of Artificial Agents in MultiAgent Systems (MAS) applied to mobile robotics and transportation systems.
More specifically, I am interested in the models and algorithms underlying autonomous decision-making in distributed systems (simulation, planning and coordination). My approach is based on Markov chain formalisms, i.e. automata with stochastic transitions. The aim is to define and/or learn the state and action variables, their rules of interdependence and causality, in order to be able to estimate the dynamics of a system and to infer its evolution according to objectives. The difficulty is that the agent is rarely alone in acting on the system.
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Benchmarking Off-the-shelf Human-Aware Robot Navigation SolutionsIntelliSys, Sep 2023, Amsterdam, Netherlands
Communication dans un congrès
hal-04429230v1
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Water Quality Map Extraction from Field Measurements Targetting Robotic Simulations2nd IFAC Workshop on Integrated Assessment Modelling for Environmental Systems IAMES 2022, Jun 2022, Tarbes, France. pp.1-6, ⟨10.1016/j.ifacol.2022.07.630⟩
Communication dans un congrès
hal-03610878v1
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Map Meshing Impact on the Efficiency of Nonlinear Set-based Model Predictive Control for Water Quality AssessmentCMWRS, Sep 2022, Milan, Italy
Communication dans un congrès
hal-04056747v1
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Nonlinear Set-based Model Predictive Control for Exploration: Application to Environmental Missions19th International Conference on Informatics in Control, Automation and Robotics, ICINCO, Jul 2022, Lisboa, Portugal
Communication dans un congrès
hal-03647736v1
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Towards a distributed planning of decision making under uncertainty for a fleet of robotsSAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, Mar 2020, Brno Czech Republic, France. pp.800-807, ⟨10.1145/3341105.3373983⟩
Communication dans un congrès
hal-03443390v1
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Mobile Robots for Qualitative and Quantitative Management of Water Resources: Opportunities and ChallengesIFAC Workshop on Control Methods for Water Resource Systems - 1st CMWRS 2019, Sep 2019, Delft, Netherlands
Communication dans un congrès
hal-04383440v1
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Robot Navigation with PolyMap, a Polygon-Based Map FormatIntelligent Systems Conference 2019 (IntelliSys 2019), Sep 2019, London, United Kingdom. pp.1138-1152, ⟨10.1007/978-3-030-29513-4_82⟩
Communication dans un congrès
hal-04383462v1
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PolySLAM: A 2D Polygon-based SLAM Algorithm2019 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), Apr 2019, Porto, France. pp.1-6, ⟨10.1109/ICARSC.2019.8733647⟩
Communication dans un congrès
hal-04383409v1
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Towards Robots-Assisted Ambient Intelligence5th International Conference on Agreement Technologies, AT 2017, Dec 2017, Évry, France
Communication dans un congrès
hal-01855222v1
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Evaluation of Out-of-the-Box ROS 2D SLAMs for Autonomous Exploration of Unknown Indoor EnvironmentsInternational Conference on Intelligent Robotics and Applications, pp.283-296, 2018
Chapitre d'ouvrage
hal-02150668v1
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PolyMap: A 2D Polygon-Based Map Format for Multi-robot Autonomous Indoor Localization and MappingInternational Conference on Intelligent Robotics and Applications, pp.120-131, 2018
Chapitre d'ouvrage
hal-02150584v1
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Vector Maps: A Lightweight and Accurate Map Format for Multi-robot SystemsIntelligent Robotics and Applications 9th International Conference, ICIRA 2016, Tokyo, Japan, August 22-24, 2016, Proceedings, Part I, pp.418-429, 2016, ⟨10.1007/978-3-319-43506-0_37⟩
Chapitre d'ouvrage
hal-02150278v1
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Livrable L5 : Partage du contrôle Homme(s)-Robot(s)[Rapport de recherche] LAMIH, Valenciennes. 2016
Rapport
hal-03420628v1
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