Unverified50% confidenceFactExact time
Current mainstream robot policies typically transform perception and control into fixed-frequency "observation-action" sequences, with physical time only implicitly encoded in the positional order of the sequence.
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50%
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Long-term
Relevance
10/12/2026
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Related Claims
UnverifiedTraditional robot motion control relies primarily on finite state machines or pre-recorded keyframe animations, lacking the ability to respond in real time to actual environments.74% similarUnverifiedPositive feedback in a robot control loop can lead to limit cycle behavior, causing the system to become trapped in a state of high-frequency repetitive actions.72% similarUnverified动作自动计数本质上是一个时间序列的峰值检测问题，通过追踪关键关节点角度变化的完整周期实现71% similarUnverifiedThe real-time perception-decision-execution closed loop in high-speed motion remains one of the biggest bottlenecks for humanoid robots transitioning from laboratories to real-world deployment.70% similarVerifiedThe closed-loop architecture of perception–decision–execution originates from the classic paradigm in robotics and cybernetics: the OODA Loop / Sense-Plan-Act.70% similar
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