Alberto Mendez

Task Generalization with Pathwise Conditioning of Gaussian Process for Learning from Demonstration

To effectively operate in human-centered environments, robots must possess the capability to rapidly adapt to novel and changing situations. Techniques such as Learning from Demonstration enable fast learning without the need for explicit coding. However, in certain cases they exhibit limitations in…