待验证50% 置信事实精确时间
ReAct相较于纯粹的链式思考(Chain-of-Thought),引入了与外部环境的真实交互,使模型能够根据实际执行结果动态调整策略
1
来源数
50%
置信度
长期有效
时效性
2026/7/23
首次发现
来源
相关事实
已验证ReAct框架使模型能够在推理的同时与外部环境交互,先推理要做什么,再调用外部工具行动,最后观察工具返回结果,循环迭代直到任务完成83% 相似已验证ReAct融合了链式思考(Chain-of-Thought)和直接工具调用两条研究路线,形成「思考→行动→观察」的迭代循环80% 相似已验证ReAct(Reasoning + Acting)框架让模型能够交替进行推理和行动78% 相似待验证Chain-of-Thought prompting only reasons internally within the model, while ReAct interweaves reasoning with external environment interaction, forming a closed-loop feedback system.77% 相似待验证By introducing external feedback, ReAct allows models to think while doing and adjust while thinking, effectively mitigating the drift problem of pure reasoning.77% 相似
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