Using Experience Classification for Training Non-Markovian Tasks

Ruixuan Miao, Xu Lu, Cong Tian +2

Unlike the standard Reinforcement Learning (RL) model, many real-world tasks are non-Markovian, whose rewards are predicated on state history rather than solely on the current stat…