Imposing a global Lipschitz constraint on a behavior cloning policy provides a provable upper bound on worst-case reward loss under bounded state perturbations.
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Robust Behavior Cloning Via Global Lipschitz Regularization
Imposing a global Lipschitz constraint on a behavior cloning policy provides a provable upper bound on worst-case reward loss under bounded state perturbations.