Unverified50% confidenceFactExact time
任务规划能力通常通过Chain-of-Thought（思维链）推理或ReAct（Reasoning + Acting）框架实现
1
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50%
Confidence
Long-term
Relevance
7/24/2026
First Seen
Sources
Related Claims
VerifiedAutonomous coding Agents decompose high-level goals into sequences of skill calls through a task planning mechanism and dynamically adjust subsequent actions based on execution feedback.79% similarVerifiedIn the ReAct (Reasoning + Acting) architecture, the agent first reasons about the current state at each step before deciding the next action, forming a closed loop of perception-planning-execution77% similarUnverifiedThe hierarchical process implements a reasoning loop similar to ReAct (Reasoning + Acting) at the underlying level, where the manager Agent continuously observes sub-Agent results and dynamically decides task assignments.76% similarUnverifiedThe Planning module of an Agent is typically implemented based on reasoning frameworks such as Chain-of-Thought (CoT) or ReAct.76% similarVerifiedAgent planning capabilities are typically implemented through the ReAct (Reasoning + Acting) framework.75% similar
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