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Ziyuan Ma

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#reinforcement learning Open access Sep 2026

Optimization and Analysis of Agricultural Robot Drive Systems

This study takes the agricultural robot drive system as the research object and carries out optimization research from two dimensions: mechanical structure and intelligent control. At the mechanical level, redundant degrees of freedom are eliminated through topological analysis of mechanism freedom, a 'short-chain dire...

Ziyuan Ma · 0 citations

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