Describe, Explain, Plan and Select: Interactive Planning with Large Language Models

Abstract

We present DEPS, a method for interactive planning with LLMs that uses a describe-explain-plan-select loop. DEPS enables agents to interactively refine plans based on execution feedback.

Key Contributions

• →DEPS interactive planning loop
• →Execution-feedback plan refinement
• →Describe-explain-plan-select cycle

Topics