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Maxime Guériau
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2020 – today
- 2024
- [c24]Alaa Daoud, Corentin Bunel, Maxime Guériau:
Introducing Multiagent Systems for AV Visual Introducing Multiagent Systems for AV Visual Perception Sub-tasks: A proof-of-concept implementation for bounding-box improvement. ATT@ECAI 2024: 162-176 - [c23]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: 1564-1571 - 2023
- [c22]Imane Argui, Maxime Guériau, Samia Ainouz:
Building a Vision-Based Mixed-Reality Framework for Autonomous Driving Navigation. CoDIT 2023: 1960-1965 - [c21]Imane Argui, Maxime Guériau, Samia Ainouz:
A mixed-reality framework based on depth camera for safety testing of autonomous navigation systems. ITSC 2023: 2050-2055 - 2022
- [j6]Fatemeh Golpayegani
, Maxime Guériau
Intelligent Shared Mobility Systems: A Survey on Whole System Design Requirements, Challenges and Future Direction. IEEE Access 10: 35302-35320 (2022) - [c20]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: 327-336 - 2021
- [j5]Alberto Castagna, Maxime Guériau, Giuseppe Vizzari
Demand-responsive rebalancing zone generation for reinforcement learning-based on-demand mobility. AI Commun. 34(1): 73-88 (2021) - [c19]Baudouin Dafflon, Maxime Guériau, Yacine Ouzrout
PAMELA: a generic and light multi-agent platform. ICTAI 2021: 1422-1426 - [i1]Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic:
A reinforcement learning approach to improve communication performance and energy utilization in fog-based IoT. CoRR abs/2106.00654 (2021) - 2020
- [j4]Maxime Guériau
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): 208-218 (2020) - [c18]Alberto Castagna, Maxime Guériau, Giuseppe Vizzari, Ivana Dusparic:
Demand-Responsive Zone Generation for Real-Time Vehicle Rebalancing in Ride-Sharing Fleets. ATT@ECAI 2020: 47-54 - [c17]Baudouin Dafflon, Maxime Guériau, Yacine Ouzrout, Ivana Dusparic:
Emerging Micro-Communities for Ride-Sharing Enabled Mobility-on-Demand Systems. ATT@ECAI 2020: 63-70 - [c16]Maxime Guériau, Ivana Dusparic:
Quantifying the impact of connected and autonomous vehicles on traffic efficiency and safety in mixed traffic. ITSC 2020: 1-8 - [c15]Kresimir Kusic, Ivana Dusparic, Maxime Guériau, Martin Greguric, Edouard Ivanjko:
Extended Variable Speed Limit control using Multi-agent Reinforcement Learning. ITSC 2020: 1-8
2010 – 2019
- 2019
- [c14]Christopher Doyle, Maxime Guériau, Ivana Dusparic:
Variational Policy Chaining for Lifelong Reinforcement Learning. ICTAI 2019: 1546-1550 - [c13]Maxime Guériau:
Self-Organizing Traffic Based on Dynamic Platoon Configuration. ICTAI 2019: 1618-1622 - [c12]Adam Taylor, Ivana Dusparic, Maxime Guériau, Siobhán Clarke:
Parallel Transfer Learning in Multi-Agent Systems: What, when and how to transfer? IJCNN 2019: 1-8 - [c11]Maxime Guériau, Nicolás Cardozo, Ivana Dusparic:
Constructivist Approach to State Space Adaptation in Reinforcement Learning. SASO 2019: 52-61 - [c10]Babatunji Omoniwa, Maxime Guériau, Ivana Dusparic:
An RL-based Approach to Improve Communication Performance and Energy Utilization in Fog-based IoT. WiMob 2019: 324-329 - 2018
- [j3]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): 249-277 (2018) - [c9]Maxime Guériau, Ivana Dusparic:
SAMoD: Shared Autonomous Mobility-on-Demand using Decentralized Reinforcement Learning. ITSC 2018: 1558-1563 - 2017
- [j2]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): 15-28 (2017) - [j1]Maxime Guériau, Baudouin Dafflon, Franck Gechter:
VIPS: A simulator for platoon system evaluation. Simul. Model. Pract. Theory 77: 157-176 (2017) - [c8]Roua Elchamaa, Maxime Guériau, Baudouin Dafflon, Rima Kilany Chamoun
A Local Leader Election Protocol Applied to Decentralized Traffic Regulation. ICTAI 2017: 1013-1020 - [c7]Maxime Guériau, Frédéric Armetta, Salima Hassas, Romain Billot, Nour-Eddin El Faouzi:
Contrôle par apprentissage constructiviste et régulation du trafic coopératif. JFSMA 2017: 171-180 - 2016
- [b1]Maxime Guériau:
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). University of Lyon, France, 2016 - [c6]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: 41-45 - [c5]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: 670-677 - 2015
- [c4]Maxime Guériau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frédéric Armetta:
Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling. AAAI 2015: 4276-4277 - [c3]Maxime Guériau, Romain Billot, Frédéric Armetta, Salima Hassas, Nour-Eddin El Faouzi:
Un simulateur multi-agents de trafic coopératif. JFSMA 2015: 165-174 - 2014
- [c2]Maxime Guériau, Romain Billot, Salima Hassas, Frederic Armetta, Nour-Eddin El Faouzi:
An extension of MovSim for multi-agent cooperative vehicles modeling. ICCVE 2014: 859-860 - [c1]Romain Billot, Nour-Eddin El Faouzi, Maxime Guériau, Julien Monteil:
Can C-ITS lead to the emergence of Traffic Management 2.0? ITSC 2014: 483-488
Coauthor Index
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