The value function of a discounted MDP equals a rescaled PageRank vector on the time-reversed policy-induced Markov chain.
Red Light Green Light Method for Solving Large Markov Chains
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Linking PageRank, Time Reversal, and Policy Evaluation
The value function of a discounted MDP equals a rescaled PageRank vector on the time-reversed policy-induced Markov chain.