An Active Learning Framework for Efficient Robust Policy Search

Sai Kiran Narayanaswami, Nandan Sudarsanam, Balaraman Ravindran

Robust Policy Search is the problem of learning policies that do not degrade in performance when subject to unseen environment model parameters. It is particularly relevant for tra…