Wenyue Xu

Think Twice, Act Once: A Co-Evolution Framework of LLM and RL for Large-Scale Decision Making

Recent advancements in Large Language Models (LLMs) and Reinforcement Learning (RL) have shown significant promise in decision-making tasks. Nevertheless, for large-scale industrial decision problems, both approaches face distinct challenges: LLMs lack real-time long-sequence decision-making capabil…