Second Thought: Reasoning in Parallel as LLM Agents Act and Observe

Zhensu Sun, Chengran Yang, Yunbo Lyu +2

LLM agents in the ReAct paradigm alternate between reasoning, acting, and observing, but deliberate reasoning is confined to the Thought phase: while the agent serializes an action…