Verified65% confidenceFactExact time
The closed-loop architecture of perception–decision–execution originates from the classic paradigm in robotics and cybernetics: the OODA Loop / Sense-Plan-Act.
3
Sources
65%
Confidence
Long-term
Relevance
7/14/2026
First Seen
Sources
AI Agent开发实战：框架选型、工具调用与落地部署完整指南
Related Claims
UnverifiedTraditional robot stacks split perception, planning and control into independent modules, and the errors of each link amplify step by step in long-horizon tasks; World Action Models attempt to use a unified prediction framework to let robots "imagine the future while generating actions."72% similarUnverifiedThe agent loop is commonly referred to as the "Observe→Reason→Act" loop, rooted in the classic sense-decide-act architecture, which can be traced back to the Shakey robot project of the 1960s.72% similarUnverified'Friction Design' transforms unconscious behavior into conscious decision-making by artificially inserting time intervals requiring active engagement into the behavioral chain, with its ideas rooted in Richard Thaler and Cass Sunstein's 'nudge' theory.71% similarUnverifiedAgents read execution results and continue reasoning about the next decision based on the current state, forming an observe-think closed loop, which is the key distinction from scripted automation.70% similarUnverifiedThe intelligent agent system adopts a closed-loop architecture of perception–planning–execution, decomposing complex tasks into sub-task sequences through reasoning frameworks such as ReAct and Chain-of-Thought.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/507721API
curl https://kongchang.com/api/v1/knowledge/claims/507721MCP
get_claim(id=507721)