Model-Based Policy Search Using Monte Carlo Gradient Estimation with Real Systems Application

Fabio Amadio, Alberto Dalla Libera, Riccardo Antonello +3

In this paper, we present a Model-Based Reinforcement Learning (MBRL) algorithm named \emph{Monte Carlo Probabilistic Inference for Learning COntrol} (MC-PILCO). The algorithm reli…