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Abstract: The automatic execution of contact-rich assembly tasks such as peg-in-hole insertion still remains a challenge in industrial manufacturing automation. Deep reinforcement learning (RL) ...

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Abstract: Skill generalization across different tasks is currently a challenging task for robots. As for recent works based on robot learning, substantial environmental interaction costs or abundant ...