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Is Q-learning categorized as an on-policy or off-policy reinforcement learning algorithm?

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Off-policy

Q-learning is off-policy because it learns the value of the optimal policy independently of the agent's current actions (which might follow an exploratory epsilon-greedy strategy). In contrast, SARSA is an on-policy algorithm.

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