Training Task Reasoning LLM Agents for Multi-turn Task Planning via Single-turn Reinforcement Learning

Hanjiang Hu, Changliu Liu, Na Li +1

Large Language Models (LLMs) have demonstrated remarkable capabilities in knowledge acquisition, reasoning, and tool use, making them promising candidates for autonomous agent appl…