Maxime Guériau

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 28

Top Venues

University of Lyon, France (PHD)

Education History

University of Lyon, France

PHD

Publications

Corentin Bunel, Maxime Guériau, Alaa Daoud, Samia Ainouz, Gilles Gasso
Addressing Open-set Object Detection for Autonomous Driving perception: A focus on road objects. IV (2024)
Imane Argui, Maxime Guériau, Samia Ainouz
Building a Vision-Based Mixed-Reality Framework for Autonomous Driving Navigation. CoDIT (2023)
Imane Argui, Maxime Guériau, Samia Ainouz
A mixed-reality framework based on depth camera for safety testing of autonomous navigation systems. ITSC (2023)
Fatemeh Golpayegani, Maxime Guériau, Pierre-Antoine Laharotte, Saeedeh Ghanadbashi, Jiaying Guo, Jack Geraghty, Shen Wang
Intelligent Shared Mobility Systems: A Survey on Whole System Design Requirements, Challenges and Future Direction. IEEE Access 10 (2022)
Louis Combis, Asma Bourafai-Aziez, Baudouin Dafflon, Maxime Guériau, Philippe Bonal, Emmanuel Cassin, Yacine Ouzrout
NMR Spectroscopy and Learning-Based Classification of Acerola Samples. PLM (2022)
Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic
A reinforcement learning approach to improve communication performance and energy utilization in fog-based IoT. CoRR (2021)
Alberto Castagna, Maxime Guériau, Giuseppe Vizzari, Ivana Dusparic
Demand-responsive rebalancing zone generation for reinforcement learning-based on-demand mobility. AI Commun. 34 (1) (2021)
Baudouin Dafflon, Maxime Guériau, Yacine Ouzrout, Sylvain Touchard
PAMELA: a generic and light multi-agent platform. ICTAI (2021)
Maxime Guériau, Federico Cugurullo, Ransford A. Acheampong, Ivana Dusparic
Shared Autonomous Mobility on Demand: A Learning-Based Approach and Its Performance in the Presence of Traffic Congestion. IEEE Intell. Transp. Syst. Mag. 12 (4) (2020)
Alberto Castagna, Maxime Guériau, Giuseppe Vizzari, Ivana Dusparic
Demand-Responsive Zone Generation for Real-Time Vehicle Rebalancing in Ride-Sharing Fleets. ATT@ECAI (2020)
Maxime Guériau, Ivana Dusparic
Quantifying the impact of connected and autonomous vehicles on traffic efficiency and safety in mixed traffic. ITSC (2020)
Baudouin Dafflon, Maxime Guériau, Yacine Ouzrout, Ivana Dusparic
Emerging Micro-Communities for Ride-Sharing Enabled Mobility-on-Demand Systems. ATT@ECAI (2020)
Kresimir Kusic, Ivana Dusparic, Maxime Guériau, Martin Greguric, Edouard Ivanjko
Extended Variable Speed Limit control using Multi-agent Reinforcement Learning. ITSC (2020)
Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic
An RL-based Approach to Improve Communication Performance and Energy Utilization in Fog-based IoT. WiMob (2019)
Christopher Doyle, Maxime Guériau, Ivana Dusparic
Variational Policy Chaining for Lifelong Reinforcement Learning. ICTAI (2019)
Maxime Guériau, Nicolás Cardozo, Ivana Dusparic
Constructivist Approach to State Space Adaptation in Reinforcement Learning. SASO (2019)
Adam Taylor, Ivana Dusparic, Maxime Guériau, Siobhán Clarke
Parallel Transfer Learning in Multi-Agent Systems: What, when and how to transfer? IJCNN (2019)
Maxime Guériau
Self-Organizing Traffic Based on Dynamic Platoon Configuration. ICTAI (2019)
Maxime Guériau, Frédéric Armetta, Salima Hassas, Romain Billot, Nour-Eddin El Faouzi
Apprentissage constructiviste à base de systèmes multiagents. Une application au problème complexe de la régulation coopérative du trafic. Rev. d'Intelligence Artif. 32 (2) (2018)
Maxime Guériau, Ivana Dusparic
SAMoD: Shared Autonomous Mobility-on-Demand using Decentralized Reinforcement Learning. ITSC (2018)
Maxime Guériau, Frédéric Armetta, Salima Hassas, Romain Billot, Nour-Eddin El Faouzi
Contrôle par apprentissage constructiviste et régulation du trafic coopératif. JFSMA (2017)
Roua Elchamaa, Maxime Guériau, Baudouin Dafflon, Rima Kilany Chamoun, Yacine Ouzrout
A Local Leader Election Protocol Applied to Decentralized Traffic Regulation. ICTAI (2017)
Maxime Guériau, Baudouin Dafflon, Franck Gechter
VIPS: A simulator for platoon system evaluation. Simul. Model. Pract. Theory 77 (2017)
Baudouin Dafflon, Maxime Guériau, Franck Gechter
Using Physics Inspired Wave Agents in a Virtual Environment: Longitudinal Distance Control in Robots Platoon. Int. J. Monit. Surveillance Technol. Res. 5 (2) (2017)
Baudouin Dafflon, Maxime Guériau, Franck Gechter
WAVE: Wave Agents in a Virtual Environment - A Proof of Concept Applied to Longitudinal Distance Regulation in Platoon Control. ICTAI (2016)
Maxime Guériau, Frédéric Armetta, Salima Hassas, Romain Billot, Nour-Eddin El Faouzi
A Constructivist Approach for a Self-Adaptive Decision-Making System: Application to Road Traffic Control. ICTAI (2016)
Maxime Guériau, Romain Billot, Frédéric Armetta, Salima Hassas, Nour-Eddin El Faouzi
Un simulateur multi-agents de trafic coopératif. JFSMA (2015)
Maxime Guériau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frédéric Armetta
Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling. AAAI (2015)
Romain Billot, Nour-Eddin El Faouzi, Maxime Guériau, Julien Monteil
Can C-ITS lead to the emergence of Traffic Management 2.0? ITSC (2014)
Maxime Guériau, Romain Billot, Salima Hassas, Frederic Armetta, Nour-Eddin El Faouzi
An extension of MovSim for multi-agent cooperative vehicles modeling. ICCVE (2014)

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Publication Activity (10 Years)

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Maxime Guériau