Reducing Belief Deviation in Reinforcement Learning for Active Reasoning

Deyu Zou, Yongqiang Chen, Jianxiang Wang +5

Active reasoning requires large language model (LLM) agents to interact with external sources and strategically gather information to solve problems in multiple turns. Central to t…