Optimizing Return Distributions with Distributional Dynamic Programming

Bernardo Ávila Pires, Mark Rowland, Diana Borsa +6

We introduce distributional dynamic programming (DP) methods for optimizing statistical functionals of the return distribution, with standard reinforcement learning as a special ca…