Victor Barbaros

Eager and Memory-Based Non-Parametric Stochastic Search Methods for Learning Control

Direct policy search has shown to be a successful method to optimize robot controller parameters. However, defining a good parametric form for the controller can be challenging for complex problems. Non-parametric methods provide a flexible alternative and are thus a promising tool in robot skill le…