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Lyapunov-Barrier-Enabled Neural Control for Guaranteed Precision in Dual-Arm Robot Manipulation | Synapse
March 3, 2026
Lyapunov-Barrier-Enabled Neural Control for Guaranteed Precision in Dual-Arm Robot Manipulation
PW
Peng Wei
CH
Cheng Huang
ZW
Zecheng Wang
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Key Points
Precision control significantly improved using Lyapunov-based methods in dual-arm robots.
Achieved a 98% success rate while executing complex manipulation tasks.
Assessment using Lyapunov barriers showcases the stability of the control system.
May enable safer and more accurate robotic operations in real-world applications.
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Wei et al. (Fri,) studied this question.
synapsesocial.com/papers/69a767e4badf0bb9e87e2c71
https://doi.org/https://doi.org/10.1007/s12555-026-00024-7