Maxime Guériau

According to our database, Maxime Guériau authored at least 30 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A mixed-reality framework based on depth camera for safety testing of autonomous navigation systems.

Imane Argui, Maxime Guériau, Samia Ainouz

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Building a Vision-Based Mixed-Reality Framework for Autonomous Driving Navigation.

Imane Argui, Maxime Guériau, Samia Ainouz

Proceedings of the 9th International Conference on Control, 2023

2022

Intelligent Shared Mobility Systems: A Survey on Whole System Design Requirements, Challenges and Future Direction.

Fatemeh Golpayegani, Maxime Guériau, Pierre-Antoine Laharotte, Saeedeh Ghanadbashi, Jiaying Guo, Jack Geraghty, Shen Wang

IEEE Access, 2022

NMR Spectroscopy and Learning-Based Classification of Acerola Samples.

Louis Combis, Asma Bourafai-Aziez, Baudouin Dafflon, Maxime Guériau, Philippe Bonal, Emmanuel Cassin, Yacine Ouzrout

Proceedings of the Product Lifecycle Management. PLM in Transition Times: The Place of Humans and Transformative Technologies, 2022

2021

A reinforcement learning approach to improve communication performance and energy utilization in fog-based IoT.

Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic

CoRR, 2021

Demand-responsive rebalancing zone generation for reinforcement learning-based on-demand mobility.

Alberto Castagna, Maxime Guériau, Giuseppe Vizzari, Ivana Dusparic

AI Commun., 2021

PAMELA: a generic and light multi-agent platform.

Baudouin Dafflon, Maxime Guériau, Yacine Ouzrout, Sylvain Touchard

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

Shared Autonomous Mobility on Demand: A Learning-Based Approach and Its Performance in the Presence of Traffic Congestion.

Maxime Guériau, Federico Cugurullo, Ransford A. Acheampong, Ivana Dusparic

IEEE Intell. Transp. Syst. Mag., 2020

Extended Variable Speed Limit control using Multi-agent Reinforcement Learning.

Kresimir Kusic, Ivana Dusparic, Maxime Guériau, Martin Greguric, Edouard Ivanjko

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Quantifying the impact of connected and autonomous vehicles on traffic efficiency and safety in mixed traffic.

Maxime Guériau, Ivana Dusparic

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Emerging Micro-Communities for Ride-Sharing Enabled Mobility-on-Demand Systems.

Baudouin Dafflon, Maxime Guériau, Yacine Ouzrout, Ivana Dusparic

Proceedings of the Eleventh International Workshop on Agents in Traffic and Transportation co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

Demand-Responsive Zone Generation for Real-Time Vehicle Rebalancing in Ride-Sharing Fleets.

Alberto Castagna, Maxime Guériau, Giuseppe Vizzari, Ivana Dusparic

Proceedings of the Eleventh International Workshop on Agents in Traffic and Transportation co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

2019

An RL-based Approach to Improve Communication Performance and Energy Utilization in Fog-based IoT.

Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic

Proceedings of the 2019 International Conference on Wireless and Mobile Computing, 2019

Constructivist Approach to State Space Adaptation in Reinforcement Learning.

Maxime Guériau, Nicolás Cardozo, Ivana Dusparic

Proceedings of the 13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2019

Parallel Transfer Learning in Multi-Agent Systems: What, when and how to transfer?

Adam Taylor, Ivana Dusparic, Maxime Guériau, Siobhán Clarke

Proceedings of the International Joint Conference on Neural Networks, 2019

Self-Organizing Traffic Based on Dynamic Platoon Configuration.

Maxime Guériau

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Variational Policy Chaining for Lifelong Reinforcement Learning.

Christopher Doyle, Maxime Guériau, Ivana Dusparic

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Apprentissage constructiviste à base de systèmes multiagents. Une application au problème complexe de la régulation coopérative du trafic.

Maxime Guériau, Frédéric Armetta, Salima Hassas, Romain Billot, Nour-Eddin El Faouzi

Rev. d'Intelligence Artif., 2018

SAMoD: Shared Autonomous Mobility-on-Demand using Decentralized Reinforcement Learning.

Maxime Guériau, Ivana Dusparic

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

VIPS: A simulator for platoon system evaluation.

Maxime Guériau, Baudouin Dafflon, Franck Gechter

Simul. Model. Pract. Theory, 2017

Using Physics Inspired Wave Agents in a Virtual Environment: Longitudinal Distance Control in Robots Platoon.

Baudouin Dafflon, Maxime Guériau, Franck Gechter

Int. J. Monit. Surveillance Technol. Res., 2017

Contrôle par apprentissage constructiviste et régulation du trafic coopératif.

Maxime Guériau, Frédéric Armetta, Salima Hassas, Romain Billot, Nour-Eddin El Faouzi

Proceedings of the Cohésion : fondement ou propriété émergente - JFSMA 17, 2017

A Local Leader Election Protocol Applied to Decentralized Traffic Regulation.

Roua Elchamaa, Maxime Guériau, Baudouin Dafflon, Rima Kilany Chamoun, Yacine Ouzrout

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

2016

Systèmes multi-agents, auto-organisation et contrôle par apprentissage constructiviste pour la modélisation et la régulation dans les systèmes coopératifs de trafic. (Multi-agent systems, self-organization and constructivist learning for Cooperative Intelligent Transportation Systems modeling and control).

Maxime Guériau

PhD thesis, 2016

A Constructivist Approach for a Self-Adaptive Decision-Making System: Application to Road Traffic Control.

Maxime Guériau, Frédéric Armetta, Salima Hassas, Romain Billot, Nour-Eddin El Faouzi

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

WAVE: Wave Agents in a Virtual Environment - A Proof of Concept Applied to Longitudinal Distance Regulation in Platoon Control.

Baudouin Dafflon, Maxime Guériau, Franck Gechter

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

2015

Un simulateur multi-agents de trafic coopératif.

Maxime Guériau, Romain Billot, Frédéric Armetta, Salima Hassas, Nour-Eddin El Faouzi

Proceedings of the Environnements socio-techniques - JFSMA 15, 2015

Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling.

Maxime Guériau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frédéric Armetta

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Can C-ITS lead to the emergence of Traffic Management 2.0?

Romain Billot, Nour-Eddin El Faouzi, Maxime Guériau, Julien Monteil

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

An extension of MovSim for multi-agent cooperative vehicles modeling.

Maxime Guériau, Romain Billot, Salima Hassas, Frederic Armetta, Nour-Eddin El Faouzi

Proceedings of the International Conference on Connected Vehicles and Expo, 2014