Table 2 The success rate of the linear task of teaching reproduction (%).

From: Deep reinforcement learning trajectory planning for robotic manipulator based on simulation-efficient training

Method (M)

success rate

Newton-MP’s inverse kinematics

100%

Energy optimal solution’s inverse kinematics

87.62%

Deep learning’s inverse kinematics

30.21%