Falsifiable Commitment Planning for Self-Correcting Web Agents

Guangyi Liu, Huan Zhao, Quanming Yao

Long-horizon web agents often go off track before final failure: a trajectory can remain locally plausible even after the current state, reused skill, or plan assumption no longer…