Distributional Method for Risk Averse Reinforcement Learning

Ziteng Cheng, Sebastian Jaimungal, Nick Martin

We introduce a distributional method for learning the optimal policy in risk averse Markov decision process with finite state action spaces, latent costs, and stationary dynamics.…