Publications

Publications on AI for Urban Traffic Management and Control

2021

  • M. Vallati, E. Scala, L. Chrpa, A Hybrid Automated Planning Approach for Urban Real-time Routing of Connected Vehicles, In Proceedings of The 24th IEEE International Conference on Intelligent Transportation Systems (ITSC-21), 2021.

  • M. Vallati, L. Chrpa, Effective Real-Time Urban Traffic Routing: An Automated Planning Approach, In Proceedings of the 7th International IEEE Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2021.

2020

  • M. Vallati, Centralised versus Decentralised Traffic Optimisation of Urban Road Networks: A Simulation Study, In Proceedings of IEEE International Conference on Intelligent Transportation Engineering (ICITE-20), 2020.

  • M. Vallati, L. Chrpa, Reducing Traffic Congestion in Urban Areas via Real-Time Re-Routing: A Simulation Study, In Proceedings of 33rd Australasian Joint Conference on Artificial Intelligence (AJCAI-20), 2020.

  • M. Vallati, L. Chrpa, A Mixed-Integer Programming Approach for Scheduling Roadworks in Urban Regions, In Proceedings of 33rd Australasian Joint Conference on Artificial Intelligence (AJCAI-20), 2020.

2019

  • G. Antoniou, S. Batsakis, J. Davies, A. Duke, T.L. McCluskey, E. Peytchev, I. Tachmazidis, M. Vallati, Enabling the Use of a Planning Agent for Urban Traffic Management via Enriched and Integrated Urban Data, Transportation Research Part C: Emerging Technologies, 98, 284-297, 2019.

  • M. Vallati, L. Chrpa, D. Kitchin, How to Plan Roadworks in Urban Regions? A Principled Approach Based on AI Planning, In Proceedings of The International Conference on Computational Science (ICCS-19), 2019.

  • L. Chrpa, M. Vallati, S. Parkinson, Exploiting Automated Planning for Efficient Centralized Vehicle Routing and Mitigating Congestion in Urban Road Networks, In Proceedings of The 34th ACM/SIGAPP Symposium on Applied Computing (SAC-19), 2019.

2018

  • S. Franco, A. Lindsay, M. Vallati, T.L. McCluskey, An Innovative Heuristic for Planning-based Urban Traffic Control, In Proceedings of The International Conference on Computational Science (ICCS-18), 2018.

  • M. Vallati, L. Chrpa, A Principled Analysis of the Interrelation Between Vehicular Communication and Reasoning Capabilities of Autonomous Vehicles, In Proceedings of The 21st IEEE International Conference on Intelligent Transportation Systems (ITSC-18), 2018.

2017

  • T.L. McCluskey, M. Vallati, Embedding Automated Planning within Urban Traffic Management Operations, In Proceedings of the 27th International Conference on Automated Planning and Scheduling (ICAPS-17), 2017.

2016

  • L. Chrpa, D. Magazzeni, K. McCabe, T.L. McCluskey, M. Vallati, Automated Planning for Urban Traffic Control: Strategic Vehicle Routing to Respect Air Quality Limitations, Intelligenza Artificiale, 10(2), 113-128, 2016.

  • M. Vallati, D. Magazzeni, B. De Schutter, L. Chrpa, T.L. McCluskey, Efficient Macroscopic Urban Traffic Models for Reducing Congestion: a PDDL+ Planning Approach, In Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16 ), 2016.

  • L.Chrpa, M. Vallati, On the Exploitation of Automated Planning for Efficient Decision Making in Road Traffic Accident Management, In Proceedings of the 55th IEEE Conference on Decision and Control (CDC-16), 2016.