Learning Constraints from Stochastic Partially-Observed Closed-Loop Demonstrations

Chih-Yuan Chiu, Zhouyu Zhang, Glen Chou

We present a method for learning unknown parametric constraints from locally-optimal input-output trajectory data. We assume the data is generated by rollouts of stochastic nonline…