Hikaru Sasaki

Multimodal Policy Search using Overlapping Mixtures of Sparse Gaussian Process Prior

2019

In this paper, we present a novel policy search reinforcement learning algorithm that can deal with multimodality in control policies based on Gaussian processes. Our approach employs Overlapping Mixtures of Gaussian Processes (OMGPs) for a …