Go-Browse: Training Web Agents with Structured Exploration

Understand

One of the fundamental problems in digital agents is their lack of understanding of their environment.

• For instance, a web browsing agent may get lost in unfamiliar websites, uncertain what pages must be visited to achieve its goals.
• To address this, we propose Go-Browse, a method for automatically collecting diverse and realistic web agent data at scale through structured exploration of web environments.
• Go-Browse achieves efficient exploration by framing data collection as a graph search, enabling reuse of information across exploration episodes.