Original ResearchPublished 5 October 2026Heterogeneity-aware risk-adaptive trajectory planning for UAVs in air-ground multi-agent interactionYing Wang · Jingwei Wei · Shuai Sun · Erjian LiuFrontiers in Robotics and AIdoi 10.3389/frobt.2026.1920106