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Ultimately, a policy must be such that is is possible for an agent to execute it. If the policy depends on the state, the implicit assumption is that the agent has knowledge of the state and can therefore choose its actions accordingly. This is the common case of a MDP as an underlying framework for RL. If the state is not known to the agent, it may instead ...

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