Unverified50% confidenceTradeoffExact time
任务规划业界主流实现方式包括Plan-then-Execute（一次性生成完整计划）和Adaptive Planning（边执行边调整）两种策略
1
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50%
Confidence
Long-term
Relevance
8/24/2026
First Seen
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Related Claims
VerifiedPlan-and-Execute和ReAct是当前Agent领域两种代表性的规划范式79% similarPartially VerifiedAgent planning strategies include Task Decomposition, sub-goal setting, feedback-based plan adjustment, Tree of Thoughts search, and external planners for structured orchestration.78% similarUnverifiedPlan-and-Execute（PE）范式将任务分为规划阶段和执行阶段，其中规划阶段制定的多步行动计划是静态的、在执行前已全部确定78% similarUnverifiedPlan-and-Execute模式将规划与执行分离为两个独立Agent模块，降低了长任务中的上下文污染风险73% similarUnverified该工作流推荐的主线程操作流程为：Ask模式对齐目标 → 计划模式确认步骤 → Agent模式执行71% similar
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