SAFE-DRIVE

Call For Papers

This workshop aims to foster advancements in AV safety and adaptability by delving into innovative, data-driven simulation methodologies and exploring the complexities of multi-agent interactions. The topics of interest within the scope of this workshop include, but are not limited to :
 •  Generating data-driven traffic simulations for autonomous vehicle (AV) safety
 •  Pedestrian prediction and its effect on AV safety
 •  Transparency and explainability of vehicle-pedestrian interactions in multi-agent environments
 •  Transferable and continual driver behavior modeling
 •  Adversarial testing and validation frameworks, adversarial attacks, and falsification of autonomous vehicle (AV) sub-modules (e.g., perception, decision-making, communication, and control)
 •  Applications of AVs interacting with human agents
 •  Naturalistic driving environment modeling with statistical realism

Keywords

AV safety; →AV motion planning;→ Data-driven traffic simulations;→Driver behavior modeling;→Pedestrian-prediction;→Pedestrian-vehicle-interactions;→Explainability of interactions;→Adversarial testing;