Lukas Tanz

Constrained Bootstrapped Learning for Few-Shot Robot Skill Adaptation

In this paper, we propose a robot skill-learning method that facilitates fast adaption to new tasks online. Our method is based on a hybrid learning from demonstration and reinforcement learning approach, which seeds learning with a compact and structured skill model, leading to efficient and stable…