Symplectic Inductive Bias for Data-Driven Target Reachability in Hamiltonian Systems

Zhuo Ouyang, Jixian Liu, Enrique Mallada

Inductive bias refers to restrictions on the hypothesis class that enable a learning method to generalize effectively from limited data. A canonical example in control is linearity…