Nicolas VERSTAEVEL
92%
Open access
48
Documents
Current affiliations
- 396069
- 81148
- 34499
Researcher identifiers
nicolas-verstaevel-
0000-0002-7879-6681
- IdRef : 201663597
Web site
- https://verstaevel.fr/
Presentation
Associate Professor at Université Toulouse Capitole, PhD in Artificial Intelligence from University of Toulouse. My main topic is the study of complex systems with machine-learning and multi-agent systems.
Some keywords: Smart Cities, Agent-Based Modelling, Simulation, Multi-agent Systems, machine learning, problem solving and complex systems
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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
Conference papers
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TTC-SLSTM: Human trajectory prediction using time-to-collision interaction energy15th 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⟩
Conference papers
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A multi-level density-based crowd simulation architecture21st 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⟩
Conference papers
hal-04104250v1
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Cooperation-based search of global optima5th International Conference in Optimization and Learning (OLA 2022), Jul 2022, Syracuse, Italy. pp.105-116, ⟨10.1007/978-3-031-22039-5_9⟩
Conference papers
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Differences in pedestrian trajectory predictions for high- and low-density situations14th International Conference on Traffic and Granular Flow (TGF 2022), Oct 2022, Dehli, India
Conference papers
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Recherche coopérative d'optimum global20èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2022), Jun 2022, Saint-Etienne, France. pp.92-98
Conference papers
hal-03765420v1
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Gampy: a fast plugin for integration of Python-based deep-learning models to the GAMA platform2nd conference GAMA Days 2022, Jun 2022, Online, France
Conference papers
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Using synthetic data to improve performance of data-driven algorithms in high density pedestrian situations2nd conference GAMA Days 2022, Jun 2022, Online, France
Conference papers
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How to solve a classification problem using a cooperative tiling Multi-Agent System?20th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2022), Jul 2022, L'Aquila, Italy. pp.166-178, ⟨10.1007/978-3-031-18192-4_14⟩
Conference papers
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A modular framework for multi-behavior and multi-scale simulation of pedestrians2nd conference GAMA Days 2022, Jun 2022, Online, France
Conference papers
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An ensemble Multi-Agent System for non-linear classification14th ITS European Congress (ITS EU 2022), May 2022, Toulouse, France. pp.1-12
Conference papers
hal-03776269v1
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Empirical Comparison of Different Pedestrian Trajectory Prediction Methods at High DensitiesTraffic and Granular Flow ’22, Aug 2022, Delhi (India), India. pp.231-238, ⟨10.1007/978-981-99-7976-9_29⟩
Conference papers
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An Affordance-Based Multi-Agent Simulation to Constrain Emergence2nd conference GAMA Days 2022, Jun 2022, Online, France
Conference papers
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Une Simulation Multi-Agent Basée sur l'Affordance pour Contraindre l'EmergenceRencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2022), AFIA : Association française pour l'intelligence artificielle, Jun 2022, Saint-Etienne, France. pp.77--83
Conference papers
hal-03725040v1
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An ABM to support collective reflection on the evolution of mobilityGAMA Days 2021, Frédéric Amblard; Kevin Chapuis; Alexis Drogoul; Benoit Gaudou; Dominique Longin; Nicolas Verstaevel, Jun 2021, Online, France
Conference papers
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Auto-calibration adaptative de modèles de simulation de trafic par système multi-agent3èmes Rencontres Francophones Transport Mobilité (RFTM 2021), Jun 2021, Marne-la-Vallée, France
Conference papers
hal-03619052v1
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Toward phygital agent-based interactive simulations to support urban planning6th International Workshop on Agent-Based Modelling of Urban Systems (ABMUS @ AAMAS 2021), May 2021, London (Virtual), United Kingdom. pp.36-40
Conference papers
hal-03226686v1
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Simulating the transition of mobility toward smart and sustainable cities6th International Workshop on Agent-Based Modelling of Urban Systems (ABMUS @ AAMAS 2021), May 2021, London (virtual), United Kingdom. pp.41-45
Conference papers
hal-03226687v1
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Exploration of Model Coupling Strategies in a Hybrid Agent-Based Traffic Simulation22nd International Workshop on Multi-Agent-Based Simulation (MABS 2021), May 2021, Londres (virtuel), United Kingdom. pp.153-167, ⟨10.1007/978-3-030-94548-0_12⟩
Conference papers
hal-03533146v1
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Traffic model adaptive self-calibration using multi-agent systems1st conference GAMA Days 2021, Frédéric Amblard; Kevin Chapuis; Alexis Drogoul; Benoit Gaudou; Dominique Longin; Nicolas Verstaevel, Jun 2021, Toulouse (Online), France
Conference papers
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Evaluating Correlations in IoT Sensors for Smart Buildings13th International Conference on Agents and Artificial Intelligence (ICAART 2021), Feb 2021, Online Streaming, Netherlands. pp.224-231, ⟨10.5220/0010210502240231⟩
Conference papers
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An Agent-Based Model for a participatory network of air quality sensors on bicyclesGAMA Days 2021, Frédéric Amblard; Kevin Chapuis; Alexis Drogoul; Benoit Gaudou; Dominique Longin; Nicolas Verstaevel, Jun 2021, Online, France
Conference papers
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Combining Bandits and Lexical Analysis for Document Retrieval in a Juridical Corpora40th SGAI International Conference on Artificial Intelligence, AI 2020, Dec 2020, Cambridge, United Kingdom. pp.317-330, ⟨10.1007/978-3-030-63799-6_24⟩
Conference papers
hal-03108194v1
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An Ontology Based Context-Aware Architecture for Smart Campus ApplicationsIEEE International Conference on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications (ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018), IEEE, Dec 2018, Melbourne, Australia. pp.1056-1063, ⟨10.1109/BDCloud.2018.00158⟩
Conference papers
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A Self-Organized Learning Model for Anomalies Detection: Application to Elderly People12th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2018), Sep 2018, Trento, Italy. pp.70-79, ⟨10.1109/SASO.2018.00018⟩
Conference papers
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Smart is a matter of context10th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT 2017), Jun 2017, Paris, France. pp.189-202, ⟨10.1007/978-3-319-57837-8_15⟩
Conference papers
hal-01740025v1
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Impact of eco-feedback on the behavior of campus users2nd Workshop on Smart and Sustainable Cities (WSSC 2017) in association with the IEEE Smart World Congress 2017, Aug 2017, San Francisco, United States. pp.1-6, ⟨10.1109/UIC-ATC.2017.8397401⟩
Conference papers
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Lifelong Machine Learning with Adaptive Multi-Agent Systems9th International Conference on Agents and Artificial Intelligence (ICAART 2017), Feb 2017, Porto, Portugal. pp.275-286, ⟨10.5220/0006247302750286⟩
Conference papers
hal-01712545v1
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From Smart Campus to Smart Cities: Issues of the Smart Revolution2nd Workshop on Smart and Sustainable Cities (WSSC 2017) in association with the IEEE Smart World Congress 2017, Jul 2017, San Francisco Bay, United States. pp.1-6, ⟨10.1109/UIC-ATC.2017.8397400⟩
Conference papers
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A Distributed User-Centered Approach For Control in Ambient Robotic8th European Congress on Embedded Real Time Software and Systems (ERTS 2016), Jan 2016, Toulouse, France
Conference papers
hal-01258418v1
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The Self-Adaptive Context Learning Pattern: Overview and Proposal9th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT 2015), Nov 2015, Larnaca, Cyprus. pp. 91-104, ⟨10.1007/978-3-319-25591-0_7⟩
Conference papers
hal-01342997v1
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Principles and experimentations of self-organizing embedded agents allowing learning from demonstration in ambient robotic6th International Conference on Ambient Systems, Networks and Technologies (ANT 2015), Jun 2015, London, United Kingdom. pp.194-201, ⟨10.1016/j.procs.2015.05.056⟩
Conference papers
hal-01387728v1
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Auto-organisation d'agents embarqués pour l'apprentissage par démonstration : principes et expérimentationsJournées Francophones sur les Systèmes Multi-Agents (JFSMA 2015), Jun 2015, Rennes, France. pp.159-168
Conference papers
hal-04079535v1
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Extreme Sensitive Robotic A Context-Aware Ubiquitous LearningInternational Conference on Agents and Artificial Intelligence (ICAART 2015), Jan 2015, Lisbonne, Portugal. pp.242--248, ⟨10.5220/0005282002420248⟩
Conference papers
hal-03190209v1
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Empirical analysis on external factors affecting pedestrian dynamics in high-density situations11th International Conference on Pedestrian and Evacuation Dynamics (PED 2023), Jun 2023, Eindhoven, Netherlands.
Conference poster
hal-04140287v1
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Proceedings of GAMA days 2022GAMA days 2022, 2022
Proceedings
ird-04179579v1
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Multi-Agent-Based Simulation XXII: 22nd International Workshop, MABS 2021, Virtual Event, May 3-7, 2021, Revised Selected PapersKoen 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⟩
Books
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Transport Mode Detection on GPS and accelerometer data: a temporality based workflow2023
Preprints, Working Papers, ...
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