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For questions related to the credit assignment problem, i.e. determine which and how actions contribute to a certain outcome, which is the main problem that reinforcement learning algorithms attempt to solve.

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Can reinforcement learning be used for tasks where only one final reward is received?

Is reinforcement learning problem adaptable to the setting when there is only one - final - reward. I am aware of problems with sparse and delayed rewards, but what about only one reward and a quite l …
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