Deterministic POMDPs Revisited

@inproceedings{Bonet2009DeterministicPR,
  title={Deterministic POMDPs Revisited},
  author={Blai Bonet},
  booktitle={UAI},
  year={2009}
}
We study a subclass of POMDPs, called Deterministic POMDPs, that is characterized by deterministic actions and observations. These models do not provide the same generality of POMDPs yet they capture a number of interesting and challenging problems, and permit more efficient algorithms. Indeed, some of the recent work in planning is built around such assumptions mainly by the quest of amenable models more expressive than the classical deterministic models. We provide results about the… CONTINUE READING
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