Synthesizing Agentic Data for Web Agents with Progressive Difficulty Enhancement Mechanisms

Published in In submission, 2025

Recommended citation: Shrey Pandit, Xuan-Phi Nguyen, Yifei Ming, Austin Xu, Jiayu Wang, Caiming Xiong, Shafiq Joty (2025). Synthesizing Agentic Data for Web Agents with Progressive Difficulty Enhancement Mechanisms. In submission.
Paper Link: https://arxiv.org/abs/2510.13913

Abstract

This work synthesizes agentic training data for web agents using mechanisms that progressively increase task difficulty.