Xingsheng Wei

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

Recently, reinforcement learning has led to dexterous manipulation skills of increasing complexity. Nonetheless, learning these skills in simulation still exhibits poor sample-efficiency which stems from the fact these skills are learned from scratch without the benefit of any domain expertise. In t…