Policy Gradient Learning for Distributionally Robust Markov Decision Processes under Wasserstein Ambiguity

Yadh Hafsi, Samy Mekkaoui, Huyên Pham +1

We study finite-horizon Markov decision processes under distributional uncertainty in the transition kernels and develop a policy-gradient framework for Wasserstein distributionall…