StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents
Decision-making tasks have highlighted fundamental challenges in grounding decisions within real-world contexts. Traditional decision knowledge utilization methods often struggle to effectively integrate structured decision constraints, limiting their ability to decompose high-level tasks, maintain