Learning Deep Energy Shaping Policies for Stability-Guaranteed Manipulation

Deep reinforcement learning (DRL) has been successfully used to solve various robotic manipulation tasks. However, most of the existing works do not address the issue of control stability. This is ...

cs.RO Reinforcement Learning in Robotics Robot Manipulation and Learning Advanced Control Systems Optimization

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