Means-Ends Analysis Helps LLMs Plan in Continuous-State Domains.

arXiv:2610.24928v1 Announce Type: new Abstract: LLM planning research has traditionally focused on discrete-state domains, where actions form a finite, enumerable set. Existing LLM planning frameworks largely assume actions are enumerable, modeling planning as