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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.
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Is value iteration stopped after one update of each state?
In section 4.4 Value Iteration, the authors write
One important special case is when policy evaluation is stopped after just one sweep (one update of each state). This algorithm is called value itera …