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AlexMennen comments on A utility-maximizing varient of AIXI - Less Wrong
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If I understand you correctly, that sounds like a fairly straightforward problem for AIXI to solve. Some programs q_1 will mimic some other program q_2's communication with the agent while doing something else in the background, but AIXI considers the possibilities of both q_1 and q_2.