R. Patamia

Hybrid Residual Reinforcement Learning for Contact-Rich Robotic Book Insertion

The method retains a nominal task-space controller for structured insertion and seating, while residual PPO supplies bounded local corrections and decides when to release and supports a hybrid design in which geometry preserves reliable task structure and learning is concentrated on the contact-sensitive behaviour that...