Corruption-Robust Offline Two-Player Zero-Sum Markov Games

Andi Nika, Debmalya Mandal, Adish Singla +1

We study data corruption robustness in offline two-player zero-sum Markov games. Given a dataset of realized trajectories of two players, an adversary is allowed to modify an $\epsilon$-f…