Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning

Zhiting Hu, Tianmin Shu

Despite their tremendous success in many applications, large language models often fall short of consistent reasoning and planning in various (language, embodied, and social) scena…