Multi-objective trajectory optimization method for industrial robots based on improved TD3 algorithm

Multi-objective trajectory optimization method for industrial robots based on improved TD3 algorithm

A Markov Decision Process (MDP) is a sequential decision-making mathematical model24 used to simulate an agent’s…

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Autonomous modal analysis method for industrial robots considering dynamic spatial sensitivity and excitation randomness

Autonomous modal analysis method for industrial robots considering dynamic spatial sensitivity and excitation randomness

To effectively identify structural modal parameters during multi-joint combined self-excitation motion of a robot, this paper…

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A new method for recognizing geometric parameters of industrial robots

A new method for recognizing geometric parameters of industrial robots

The geometric parameters of the robot were identified by using the proposed improved PSO algorithm in…

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New learning-based method trains robots to reliably pick up and place objects

New learning-based method trains robots to reliably pick up and place objects

SimPLE can transform unstructured arrangements of objects (i.e., laying arbitrarily on the table) into structured arrangements…

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