On the Planning Abilities of Large Language Models (A Critical Investigation with a Proposed Benchmark)

Karthik Valmeekam, Sarath Sreedharan, Matthew Marquez +2

Intrigued by the claims of emergent reasoning capabilities in LLMs trained on general web corpora, in this paper, we set out to investigate their planning capabilities. We aim to e…