Muqsit Azeem

Scalable Solutions for Decision-Making Systems Using Explainable Policy Representations

Despite significant advancements in solving Markov Decision Processes (MDPs) and Simple Stochastic Games (SGs), scalability remains a challenge due to the exponential growth of their state spaces. This thesis aims to push the boundaries of state-of-the-art methods by tackling this issue using 1) exp…