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TimFreeman comments on The Problem with AIXI - Less Wrong
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If you give up on the AIXI agent exploring the entire set of possible hypotheses and instead have it explore a small fixed list, the toy models can be very small. Here is a unit test for something more involved than AIXI that's feasible because of the small hypothesis list.