On Imitation Learning of Linear Control Policies: Enforcing Stability and Robustness Constraints via LMI Conditions

Aaron Havens, Bin Hu

When applying imitation learning techniques to fit a policy from expert demonstrations, one can take advantage of prior stability/robustness assumptions on the expert's policy and…