Policy Optimization via Adv2: Adversarial Learning on Advantage Functions

Matthieu Jonckheere, Chiara Mignacco, Gilles Stoltz

We revisit the reduction of learning in adversarial Markov decision processes [MDPs] to adversarial learning based on $Q$--values; this reduction has been considered in a number of…