| How to assess the benefits of connected vehicles? A simulation framework for the design of cooperative traffic management strategies M Guériau, R Billot, NE El Faouzi, J Monteil, F Armetta, S Hassas Transportation Research Part C: Emerging Technologies 67, 266-279, 2016 | 212 | 2016 |
| The transition to autonomous cars, the redesign of cities and the future of urban sustainability F Cugurullo, RA Acheampong, M Gueriau, I Dusparic Urban Geography 42 (6), 833-859, 2021 | 110 | 2021 |
| Can autonomous vehicles enable sustainable mobility in future cities? Insights and policy challenges from user preferences over different urban transport options RA Acheampong, F Cugurullo, M Gueriau, I Dusparic Cities 112, 103134, 2021 | 105 | 2021 |
| SAMoD: Shared autonomous mobility-on-demand using decentralized reinforcement learning M Guériau, I Dusparic 2018 21st International Conference on Intelligent Transportation Systems …, 2018 | 62 | 2018 |
| Quantifying the impact of connected and autonomous vehicles on traffic efficiency and safety in mixed traffic M Gueriau, I Dusparic 23rd IEEE International Conference on Intelligent Transportation Systems, 2020 | 58 | 2020 |
| Shared Autonomous Mobility-on-Demand: Learning-based approach and its performance in the presence of traffic congestion M Gueriau, F Cugurullo, RA Acheampong, I Dusparic IEEE Intelligent Transportation Systems Magazine 12 (4), 2020 | 50 | 2020 |
| Multi-agent dynamic coupling for cooperative vehicles modeling M Guériau, R Billot, NE El Faouzi, S Hassas, F Armetta The Twenty-Ninth Conference on Artificial Intelligence AAAI'2015-(DEMO Track …, 2015 | 25 | 2015 |
| A constructivist approach for a self-adaptive decision-making system: application to road traffic control M Guériau, S Hassas, F Armetta, R Billot, NE El Faouzi 28th IEEE International Conference on Tools with Artificial Intelligence …, 2016 | 21 | 2016 |
| Extended Multi-Agent based Variable Speed Limit Control K Kusic, I Dusparic, M Gueriau, M Greguric, E Ivanjko 23rd IEEE International Conference on Intelligent Transportation Systems, 2020 | 19* | 2020 |
| Parallel transfer learning in multi-agent systems: What, when and how to transfer? A Taylor, I Dusparic, M Guériau, S Clarke 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 18 | 2019 |
| An Examination of User Adoption Behavior of Autonomous Vehicles and Urban Sustainability Implications RA Acheampong, F Cugurullo, I Dusparic, M Guériau Transportation Research Procedia 41, 187-190, 2019 | 14 | 2019 |
| VIPS: A simulator for platoon system evaluation M Guériau, B Dafflon, F Gechter Simulation Modelling Practice and Theory 77, 157-176, 2017 | 13 | 2017 |
| Constructivist Approach to State Space Adaptation in Reinforcement Learning M Guériau, N Cardozo, I Dusparic 13th IEEE International Conference on Self-Adaptive and Self-Organizing …, 2019 | 12 | 2019 |
| Systèmes multi-agents, auto-organisation et contrôle par apprentissage constructiviste pour la modélisation et la régulation dans les systèmes coopératifs de trafic M Guériau Université de Lyon I Claude Bernard, 2016 | 9 | 2016 |
| Can C-ITS lead to the Emergence of Traffic Management 2.0? R Billot, E Faouzi, M Guériau, J Monteil Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International …, 2014 | 9 | 2014 |
| Apprentissage constructiviste à base de systèmes multiagents. Une application au problème complexe de la régulation coopérative du trafic M Guériau, F Armetta, S Hassas, R Billot, NE El Faouzi Revue des Sciences et Technologies de l'Information-Série RIA: Revue d …, 2018 | 6* | 2018 |
| Contribution to the Assessment Methodology for Connected and Automated Vehicles on Traffic M Guériau, R Billot, NE El Faouzi, J Monteil Transportation Research Board 97th Annual Meeting, 2018 | 6 | 2018 |
| Demand-responsive rebalancing zone generation for reinforcement learning-based on-demand mobility A Castagna, M Guériau, G Vizzari, I Dusparic AI Communications 34 (1), 73-88, 2021 | 5 | 2021 |
| An RL-based Approach to Improve Communication Performance and Energy Utilization in Fog-based IoT B Omoniwa, M Guériau, I Dusparic 15th International Conference on Wireless and Mobile Computing, Networking …, 2019 | 5 | 2019 |
| Un simulateur multiagent de trafic coopératif M Guériau, R Billot, F Armetta, S Hassas, NE El Faouzi 23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA'15), 165-174, 2015 | 5 | 2015 |
Ivana DusparicAssociate Professor, School of Computer Science and Statistics, Trinity College DublinVerified email at scss.tcd.ie
