Updating policy parameters under Markov decision process system environment
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United States of America Patent
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Aug 26, 2014
Grant Date -
Nov 28, 2013
app pub date -
Jun 10, 2013
filing date -
May 22, 2012
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Abstract
Embodiments relate to updating a parameter defining a policy under a Markov decision process system environment. An aspect includes updating the policy parameter stored in a storage section of a controller according to an update equation. The update equation includes a term for decreasing a weighted sum of expected hitting times over a first state (s) and a second state (s′) of a statistic on the number of steps required to make a first state transition from the first state (s) to the second state (s′).
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