Sparse Gaussian Process Temporal Difference Learning for Marine Robot Navigation.

John D. Martin, Jinkun Wang, Brendan J. Englot

Abstract: We present a method for Temporal Difference (TD) learning that addresses several challenges faced by robots learning to navigate in a marine environment. For improved data efficiency, our method re...