Questions tagged [markov-reward-process]

For questions related to Markov Reward Processes (MRPs) in the context of artificial intelligence.

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Why does having a fixed policy change a Markov Decision Process to a Markov Reward Process?

If a policy is fixed, it is said that a Markov Decision Process (MDP) becomes a Markov Reward Process (MRP). Why is this so? Aren't the transitions and rewards still parameterized by the action and current state? In other words, aren't the…