LLMs for High-Frequency Decision-Making: Normalized Action Reward-Guided Consistency Policy Optimization

Yang Zhao, Zihao Li, Zhiyu Jiang +3

While Large Language Models (LLMs) form the cornerstone of sequential decision-making agent development, they have inherent limitations in high-frequency decision tasks. Existing r…