Distributional Bellman Operators over Mean Embeddings

Li Kevin Wenliang, Grégoire Delétang, Matthew Aitchison +4

We propose a novel algorithmic framework for distributional reinforcement learning, based on learning finite-dimensional mean embeddings of return distributions. We derive several…