Optimizing Neurorobot Policy under Limited Demonstration Data through Preference Regret

Viet Dung Nguyen, Yuhang Song, Anh Nguyen +3

Robot reinforcement learning from demonstrations (RLfD) assumes that expert data is abundant; this is usually unrealistic in the real world given data scarcity as well as high coll…