Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes

Baiting Luo, Yunuo Zhang, Abhishek Dubey +1

A fundamental (and largely open) challenge in sequential decision-making is dealing with non-stationary environments, where exogenous environmental conditions change over time. Suc…