Olivia Dry

ZORMS-LfD: Learning From Demonstrations With Zeroth-Order Random Matrix Search

We propose Zeroth-Order Random Matrix Search for Learning from Demonstrations (ZORMS-LfD). ZORMS-LfD enables the costs, constraints, and dynamics of constrained optimal control problems, in both continuous and discrete time, to be learned from expert demonstrations without requiring smoothness of th