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Is this statement true or false: In a deterministic MDP , Q - learning with a learning rate of alpha = 1 cannot learn

Is this statement true or false: In a deterministic MDP, Q-learning with a learning rate of \alpha =1 cannot learn
the optimal q-values.

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