Mutual information-enhanced digital twin promotes vision-guided robotic grasping

•An embodied decision-making method is presented by the marriage between digital twin and information-theoretic approach.•The mutual information-enhanced digital twin of conveyor-based visual detection is proposed.•The adaptability of the vision-guided robotic grasping system to the real-world randomness has been clearly increased.