Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods

Yuji Cao, Huan Zhao, Yuheng Cheng +7

With extensive pre-trained knowledge and high-level general capabilities, large language models (LLMs) emerge as a promising avenue to augment reinforcement learning (RL) in aspect…