Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback

Canzhe Zhao, Ruofeng Yang, Baoxiang Wang +2

In this work, we study the low-rank MDPs with adversarially changed losses in the full-information feedback setting. In particular, the unknown transition probability kernel admits…