ATT2022: International Workshop on Agents in Traffic and Transportation 2022 Messe Wien, Vienna, Austria Vienna, Austria, July 23-29, 2022 |
Conference website | https://sites.google.com/unimib.it/att2022 |
Submission link | https://easychair.org/conferences/?conf=att2022 |
Abstract registration deadline | May 6, 2022 |
Submission deadline | May 6, 2022 |
In today’s globalized world of ever-growing inter-dependencies, the domain of traffic and transportation is geographically and functionally distributed; its subsystems have a high degree of autonomy, yet they are highly dependent on each other. Typically, the problem settings arising in this context are characterized by multiple real-time constraints and conflicting goals for safer, more resource efficient, and sustainable (green) transportation. With the availability of a wealth of road traffic and transportation data, ever-smarter algorithms are needed to handle the resulting complexity of related decision-making, reasoning, and learning processes.
The objective of the ATT 2022 workshop is to bring researchers and practitioners together in order to share their views on how large-scale complex transportation systems can be modelled, simulated, controlled, and managed - both at micro and macro level - employing and combining AI-based techniques, models, and approaches under the umbrella of autonomous agents and multiagent systems. Contributions on machine learning, deep learning, and data-driven approaches in general to the problems in traffic and transportation are particularly welcome.
Submission Guidelines
ATT 2022 welcomes original, unpublished papers. All submissions must be written in English. Further instructions follow.The Submissions are accepted only via the EasyChair conference management system.Only the PDF of the manuscript is required for the first submission. Each submission will undergo a peer-review process with three peer reviews.
List of Topics
- Applications of AI technology in traffic, transportation, and transport logistics- Intelligent Optimization (e.g., traffic assignment, routing, route choice)- Autonomic and autonomous transportation systems- Coordination in intelligent transportation systems- Intelligent, adaptive traffic control- Distributed decision making in traffic, transportation and transport logistics- Intelligent vehicles, intelligent assistance systems and human involvement- Coordination of intelligent vehicle fleets- Mobile devices in smart transportation systems- Intelligent monitoring of transportation systems, data collection, filtering, prediction and distribution of traffic information and transportation data- Autonomous and connected vehicles, collaborative driving- Self-* properties and theory of intelligent traffic and transportation systems- Agent-based simulation of traffic and transportation systems and their behavior, also based on agent-based and/or cognitive approaches to modelling traffic participants- Agent-based pedestrian and crowd simulation- Data driven approaches in the domain of traffic and transportation.- Deep learning architectures for temporal and spatial traffic data- Verification and validation of intelligent transportation systems- Shared mobility models, e.g., car-sharing, ride-sharing, bike and e-scooter sharing- Multi-modal journey planning- Mobility-as-a-Service- Impact and analysis of covid-19 on travel and transportation patterns- Agent-based UAV applications in traffic and transportation- Other future mobility technologies
Committees
Program Committee
- t.b.a.
Organizing committee
- Ana Bazzan, Universidade Federal do Rio Grande do Sul, Brazil
- Ivana Dusparic, Trinity College Dublin, Ireland
- Marin Lujak, University Rey Juan Carlos, Spain
- Giuseppe Vizzari, University of Milano – Bicocca, Italy
Publication
ATT 2022 proceedings will be published in CEUR Workshop Proceedings series. We intend to pursue a post-workshop publication of extended versions of workshop papers, based on the quality of the submissions, either in the form of an edited book or an ISI indexed journal special issue.
Venue
The conference will be held in the Messe Wien, Vienna, Austria.
Contact
Please see ATT 2022 website.