World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry

Yuejiang Liu, Fan Feng, Lingjing Kong +6

General-purpose world models promise scalable policy evaluation, optimization, and planning, yet achieving the required level of robustness remains challenging. Unlike policy learn…