Dynamic Programming for Partially Observable Stochastic Games (2004)
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by
Eric A. Hansen
| Venue: | IN PROCEEDINGS OF THE NINETEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE |
| Citations: | 89 - 18 self |
BibTeX
@INPROCEEDINGS{Hansen04dynamicprogramming,
author = {Eric A. Hansen},
title = {Dynamic Programming for Partially Observable Stochastic Games},
booktitle = {IN PROCEEDINGS OF THE NINETEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE},
year = {2004},
pages = {709--715},
publisher = {}
}
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Abstract
We develop an exact dynamic programming algorithm for partially observable stochastic games (POSGs). The algorithm is a synthesis of dynamic programming for partially observable Markov decision processes (POMDPs) and iterated elimination of dominated strategies in normal form games.
