Introducing Multiagent Systems for AV Visual Introducing Multiagent Systems for AV Visual Perception Sub-tasks: A proof-of-concept implementation for bounding-box improvement.

[BibT_eX]

[DOI]

Alaa Daoud

Corentin Bunel

Maxime Guériau

Proceedings of the Thirteenth International Workshop on Agents in Traffic and Transportation co-located with the the 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Fatemeh Golpayegani

Maxime Guériau

Pierre-Antoine Laharotte

IEEE Access, 2022

NMR Spectroscopy and Learning-Based Classification of Acerola Samples.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Babatunji Omoniwa

Maxime Guériau

Ivana Dusparic

CoRR, 2021

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

[BibT_eX]

[DOI]

AI Commun., 2021

PAMELA: a generic and light multi-agent platform.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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?

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Self-Organizing Traffic Based on Dynamic Platoon Configuration.

[BibT_eX]

[DOI]

Maxime Guériau

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

Variational Policy Chaining for Lifelong Reinforcement Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Rev. d'Intelligence Artif., 2018

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

[BibT_eX]

[DOI]

Maxime Guériau

Ivana Dusparic

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

2017

VIPS: A simulator for platoon system evaluation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Baudouin Dafflon

Maxime Guériau

Franck Gechter

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

Contrôle par apprentissage constructiviste et régulation du trafic coopératif.

[BibT_eX]

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

A Local Leader Election Protocol Applied to Decentralized Traffic Regulation.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

Maxime Guériau

PhD thesis, 2016

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

[BibT_eX]

[DOI]