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When Crowd Size Stops Mattering: Characterizing the Ceiling Effect in Crowd-Sourced Continuous Control — A Simulation Study

2026-07-23

Abstract excerpt

<title>Abstract</title> <p>Crowd-sourced continuous control systems enable multiple distributed participants to collectively generate control commands for a shared agent in real time, yet whether larger crowds control better under adversarial conditions remains insufficiently understood. Using a controlled simulation framework spanning four trajectory geometries (circle, square, lemniscate, and zigzag), three adv...

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Literature Corpus work
8c9646e7-824b-5d1c-b38d-5bfed4dd0077
DOI
10.21203/rs.3.rs-10358313/v1
Open publication

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When Crowd Size Stops Mattering: Characterizing the Ceiling Effect in Crowd-Sourced Continuous Control — A Simulation StudyDOI 10.21203/rs.3.rs-10358313/v1
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