SCOPE: Language Models as One-Time Teacher for Hierarchical Planning in Text Environments

Haoye Lu, Pavan Seshadri, Kaheer Suleman

Long-term planning in complex, text-based environments presents significant challenges due to open-ended action spaces, ambiguous observations, and sparse feedback. Recent research…