| 2025 | ICTAI | Knowledge Transfer via Dynamic Policy Fusion Between Autonomous Driving Agents. | Fatima-Ezzahra Maad, Maxime Guriau, Samia Ainouz |
| 2025 | PRIMA | Modular Successor Representations for Transfer Learning in Social Navigation. | Adonis Kattan, Maxime Guriau, Alexandre Pauchet |
| 2024 | ANT | CornerSim: A Virtualization Framework to Generate Realistic Corner-Case Scenarios for Autonomous Driving Perception Testing. | Alaa Daoud, Corentin Bunel, Maxime Guriau |
| 2023 | CoDIT | Building a Vision-Based Mixed-Reality Framework for Autonomous Driving Navigation. | Imane Argui, Maxime Guriau, Samia Ainouz |
| 2021 | ICTAI | PAMELA: a generic and light multi-agent platform. | Baudouin Dafflon, Maxime Guriau, Yacine Ouzrout, Sylvain Touchard |
| 2020 | ECAI | Demand-Responsive Zone Generation for Real-Time Vehicle Rebalancing in Ride-Sharing Fleets. | Alberto Castagna, Maxime Guriau, Giuseppe Vizzari, Ivana Dusparic |
| 2020 | ECAI | Emerging Micro-Communities for Ride-Sharing Enabled Mobility-on-Demand Systems. | Baudouin Dafflon, Maxime Guriau, Yacine Ouzrout, Ivana Dusparic |
| 2019 | IJCNN | Parallel Transfer Learning in Multi-Agent Systems: What, when and how to transfer? | Adam Taylor, Ivana Dusparic, Maxime Guriau, Siobhn Clarke |
| 2019 | ICTAI | Variational Policy Chaining for Lifelong Reinforcement Learning. | Christopher Doyle, Maxime Guriau, Ivana Dusparic |
| 2019 | ICTAI | Self-Organizing Traffic Based on Dynamic Platoon Configuration. | Maxime Guriau |
| 2019 | WiMob | An RL-based Approach to Improve Communication Performance and Energy Utilization in Fog-based IoT. | Babatunji Omoniwa, Maxime Guriau, Ivana Dusparic |
| 2017 | ICTAI | A Local Leader Election Protocol Applied to Decentralized Traffic Regulation. | Roua Elchamaa, Maxime Guriau, Baudouin Dafflon, Rima Kilany Chamoun, Yacine Ouzrout |
| 2016 | ICTAI | WAVE: Wave Agents in a Virtual Environment - A Proof of Concept Applied to Longitudinal Distance Regulation in Platoon Control. | Baudouin Dafflon, Maxime Guriau, Franck Gechter |
| 2016 | ICTAI | A Constructivist Approach for a Self-Adaptive Decision-Making System: Application to Road Traffic Control. | Maxime Guriau, Frdric Armetta, Salima Hassas, Romain Billot, Nour-Eddin El Faouzi |
| 2015 | AAAI | Multi-Agent Dynamic Coupling for Cooperative Vehicles Modeling. | Maxime Guriau, Romain Billot, Nour-Eddin El Faouzi, Salima Hassas, Frdric Armetta |