Integrating Large Language Models and Reinforcement Learning for Non-Linear Reasoning

Yoav Alon, Cristina David

Large Language Models (LLMs) were shown to struggle with long-term planning, which may be caused by the limited way in which they explore the space of possible solutions. We propos…