GPT-4V(ision) is a Generalist Web Agent, if Grounded

arXiv:2401.01614v2 Announce Type: replace-cross
Abstract: The recent development on large multimodal models (LMMs), especially GPT-4V(ision) and Gemini, has been quickly expanding the capability boundaries of multimodal models beyond traditional tasks like image captioning and visual question answering. In this work, we explore the potential of LMMs like GPT-4V as a generalist web agent that can follow natural language instructions to complete tasks on any given website. We propose SEEACT, a generalist web agent that harnesses the power of LMMs for …

agent arxiv cs.ai cs.cl cs.cv cs.ir gpt gpt-4v type web