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Total Energy Shaping with Neural Interconnection and Damping Assignment -- Passivity Based Control
In this work we exploit the universal approximation property of Neural Networks (NNs) to design interconnection and damping assignment (IDA) passivity-based control (PBC) schemes for fully-actuated mechanical systems in the port-Hamiltonian (pH) framework.
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