Exploring Non-Markovian Decision Processes in Policy Search Algorithms

This research investigates the impact of non-Markovianity on policy search. A new algorithm will be proposed and validated through experiments in simulated environments and real datasets, comparing its efficiency and accuracy against traditional Markov methods. Join us as we enhance decision-making processes in complex tasks.