On the model-based stochastic value gradient for continuous reinforcement learning

Brandon Amos, Samuel Stanton, Denis Yarats, Andrew Gordon Wilson

Abstract: Model-based reinforcement learning approaches add explicit domain knowledge to agents in hopes of improving the sample-efficiency in comparison to model-free agents. However, in practice model-base...