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ORCIDATT@ECAI 2024: Santiago de Compostela, Spain
- Ana Lúcia C. Bazzan, Ivana Dusparic, Marin Lujak, Giuseppe Vizzari:
Thirteenth International Workshop on Agents in Traffic and Transportation co-located with the the 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 19, 2024. CEUR Workshop Proceedings 3813, CEUR-WS.org 2024
Session 1: Reinforcement Learning and traffic management
- Matteo Cederle, Marco Fabris, Gian Antonio Susto:
A Distributed Approach to Autonomous Intersection Management via Multi-Agent Reinforcement Learning. 1-15 - Mladen Miletic, Ivana Dusparic, Edouard Ivanjko:
Growing Neural Gas in Multi-Agent Reinforcement Learning Adaptive Traffic Signal Control. 16-30 - Ana L. C. Bazzan, Henrique U. Gobbi:
Learning From Your Virtual Neighbors: a Reinforcement Learning Approach to Traffic Signal Control. 31-43 - Davide Tosi, Riccardo Cappi, Sebastiano Monti:
Deep Convolutional Q-Learning for Traffic Lights Optimization in Smart Cities. 44-53 - Anastasios Kontogiorgis, Mélanie Bouroche:
CAV Unsignalised Intersection Crossing with Unreliable Emergent Communication. 54-68 - Shuncheng Cai, Mélanie Bouroche:
Multi-Agent Deep Reinforcement Learning for Longitudinal Control of CAVs in Mixed Traffic Environments with Unreliable Communication. 69-82 - Bharathkumar Hegde, Mélanie Bouroche:
Safe CAV Lane Changes Using MARL and Control Barrier Functions. 83-95
Session 2: Explainable AI and Symbolic approaches for innovative traffic and transportation
- André Artelt, Andreas Gregoriades:
Application of Multi-Instance Counterfactual Explanation in Road Safety Analysis. 96-107 - Patrick O'Hara, Ramanujan Sridharan, Theo Damoulas:
Routing on Sparse Graphs with Non-metric Costs for the Prize-collecting Travelling Salesperson Problem. 108-121 - Marvin Damschen, Rickard Häll, Anders Thorsén, Ashfaq Farooqui:
Assessing a UAS for Maritime Firefighting and Rescue on Ro-Ro Ships. 122-135
Session 3: Pedestrians, Crowds, and Visual Analysis of Traffic and Transportation Systems
- Giuseppe Vizzari, Daniela Briola, Federico Pisapia:
Curriculum-Based RL for Pedestrian Simulation: Sensitivity Analysis and Hyperparameter Exploration. 136-149 - Mathieu Bourgais, Arnaud Saval, Pierrick Tranouez, Olivier Gillet, Éric Daudé:
Designing a Serious Game of Crisis Management on Top of an Agent-Based Simulation of Population Evacuation. 150-161 - Alaa Daoud, Corentin Bunel, Maxime Guériau:
Introducing Multiagent Systems for AV Visual Introducing Multiagent Systems for AV Visual Perception Sub-tasks: A proof-of-concept implementation for bounding-box improvement. 162-176
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