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For questions related to the value iteration algorithm, which is a dynamic programming (DP) algorithm used to solve an MDP, that is, it is used to find a policy given the transition and reward functions of the MDP. Value iteration is related to another DP algorithm called policy iteration.

For more info, see e.g. http://www.incompleteideas.net/book/first/ebook/node44.html.

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