Meng-Jie Ding

SCAFFOLD: Self-Improving Web Agents via Recursive Parametric Skill Abstraction

A self-improving framework for visual web agents that induces parametric, executable skills from successful trajectories under a multi-instance abstraction constraint, maintains a recursively composed hierarchy in which higher-level skills invoke lower-level ones, and periodically distills skill-augmented trajectories...