Provable Distributional Value Iteration under Partial Observability

Larry Preuett, Qiuyi Zhang, Muhammad Aurangzeb Ahmad

In many real-world planning tasks, agents must tackle uncertainty about the environment's state and variability in the outcomes induced by stochastic dynamics and rewards. Motivate…