SelfGoal: Advancing LLM AI for High-Level Goal Achievement

SELFGOAL: Elevating AI's Capability to Achieve High-Level Goals

Large Language Models (LLMs) are revolutionizing the creation of autonomous language agents. Yet, despite their prowess, these AI agents often struggle with broad, high-level goals due to their inherent ambiguity and delayed rewards. To complicate matters, constantly retraining these models to adapt to new tasks is impractical.