Optimistic Regret Bounds for Online Learning in Adversarial Markov Decision Processes

Sang Bin Moon, Abolfazl Hashemi

The Adversarial Markov Decision Process (AMDP) is a learning framework that deals with unknown and varying tasks in decision-making applications like robotics and recommendation sy…