2026 Preprint

MILD: Mediator Agent System with Bidirectional Perception and Multi-Layered Alignment for Human-Vehicle Collaboration

Jiyao Wang, Yunbiao Wang, Yubo Jiao, Xiao Yang, Dengbo He, Sasan Jafarnejad, Luis Miranda-Moreno, Raphaël Frank, Jiangbo Yu

arXiv preprint arXiv:2605.01507

Abstract

MILD is an agentic architecture for safer human-vehicle collaboration. It combines shared in-cabin and road-scene perception with an explainable strategy agent, retrieval of regulations and driver preferences, and constraint-aware policy optimization to improve alignment between drivers and automated systems.