I think it’s instructive to compare with the red card—blue card experiment. Like the human subjects, Solomonoff induction will entertain very complicated hypotheses, but this is fine because it doesn’t select its next card based on just one of them. A decision rule like AIXI will settle down on ~70% probability of blue, and then pick blue every time.
I think it’s instructive to compare with the red card—blue card experiment. Like the human subjects, Solomonoff induction will entertain very complicated hypotheses, but this is fine because it doesn’t select its next card based on just one of them. A decision rule like AIXI will settle down on ~70% probability of blue, and then pick blue every time.