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Is there a document with a list of conjectures or research problems regarding reinforcement learning like the Millennium Prize Problems?

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It's not really an exhaustive list, but Hutter maintains a small list of problems (click on the bullet point "Universal AI Book" here) related to AIXI (a reinforcement learning agent), some of which have already been solved. The money awards are in the range of 50-500 euros, so they are not as financially important as the Millennium Prize Problems.

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