In-Hand Manipulation of Articulated Tools with Dexterous Robot Hands with Sim-to-Real Transfer

Soofiyan Atar, Daniel Huang, Florian Richter +1

Reinforcement learning (RL) and sim-to-real transfer have advanced rigid-object manipulation. However, policies remain brittle for articulated mechanisms due to contact-rich dynami…