Risk-Averse Markov Decision Processes through a Distributional Lens

Ziteng Cheng, Sebastian Jaimungal

By adopting a distributional viewpoint on law-invariant convex risk measures, we construct dynamics risk measures (DRMs) at the distributional level. We then apply these DRMs to in…