Mariano Ramírez Montero

Learning Multi-Reference Frame Skills from Demonstration with Task-Parameterized Gaussian Processes

A central challenge in Learning from Demonstration is to generate representations that are adaptable and can generalize to unseen situations. This work proposes to learn such a representation without using task-specific heuristics within the context of multi-reference frame skill learning by superim…