Preprint
Aug 2026
AgenticVAU: Multi-Agent Explore-Verify Reasoning for Video Anomaly Understanding
AgenticVAU is presented, a training-free multi-agent framework that casts VAU as an explore--verify process, where the system first discovers potential anomalies and then verifies them through targeted observations until sufficient evidence is collected.
Yu-Xiang Duan, Hui-Ning Li, Aonian Li et al.
· 2 citations