G-MARK: Grounded Multi-Agent Reasoning for Cooperative Driving via Knowledge Graphs

Autonomous driving systems must operate under partial observability, where safety-critical objects may be occluded or visible only to neighboring connected vehicles. Vehicle-to-vehicle cooperation can reduce this uncertainty, but existing cooperative driving methods often compress multi-agent eviden...