Vision Language Models Cannot Plan, but Can They Formalize?

Muyu He, Yuxi Zheng, Yuchen Liu +7

The advancement of vision language models (VLMs) has empowered embodied agents to accomplish simple multimodal planning tasks, but not long-horizon ones requiring long sequences of…