Dexterous In-hand Manipulation by Guiding Exploration with Simple Sub-skill Controllers

Gagan Khandate, Cameron Mehlman, Xingsheng Wei +1

Recently, reinforcement learning has led to dexterous manipulation skills of increasing complexity. Nonetheless, learning these skills in simulation still exhibits poor sample-effi…