sequential decision-making

Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes
A fundamental challenge in sequential decision-making is dealing with non-stationary environments, where exogenous environmental …
Baiting Luo, Yunuo Zhang, Abhishek Dubey, Ayan Mukhopadhyay
Cite
Decision Making in Non-Stationary Environments with Policy-Augmented Search
Sequential decision-making is challenging in non-stationary environments, where the environment in which an agent operates can change …
Ava Pettet, Yunuo Zhang, Baiting Luo, Kyle Wray, Hendrik Baier, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay
Cite