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#software testing Preprint Sep 2026

REVOLVE: An Automated Closed-Loop Framework for Evolving Robot Manipulation with Minimal Human Intervention

It is demonstrated that REVOLVE transforms real-world deployment into a closed-loop learning process that continually accumulates and uses execution experience, enabling continual evolution of both the policy and supervisory model with substantially less human intervention.

Han-Yu Liu, Qian Li, Yi-Zhu Ding et al. · 0 citations

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