Model-Based Reinforcement Learning in Discrete-Action Non-Markovian Reward Decision Processes

Alessandro Trapasso, Luca Iocchi, Fabio Patrizi

Many practical decision-making problems involve tasks whose success depends on the entire system history, rather than on achieving a state with desired properties. Markovian Reinfo…