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We can describe Solomonoff-based agents like AIXI. None of them are fully sufficient for true general AI, but you could probably accomplish quite a bit with an
by emmab 11y ago
We can describe Solomonoff-based agents like AIXI. None of them are fully sufficient for true general AI, but you could probably accomplish quite a bit with an AIXI-like agent.
- drdeca 11y agoI thought full AIXI wasn't computable though?
- emmab 11y agoYou can do time-bound AIXI and for a large enough time bound it's sufficient for all practical situations. AIXI is not tractable, but I'm responding to the parent comment saying we don't even know what a cake is.
- kzhahou 11y agoI don't consider this mathematical model of induction/prediction to be an accurate description of "intelligence" in the sense of "True AI" (which itself is open to interpretation). This is the cake: human intelligence. Right now we have pieces of it, but even the end goal isn't well defined. We know the human mind makes predictions, recognizes patterns, can formulate plans, works with both concrete and fuzzy information, and so on. But we still don't understand what human intelligence really is, overall.
- sampo 11y agoAs fas as I know, the only thing existing AIXI implementations have demonstrated, is to learn to play Pac-man at a somewhat reasonable, but not in any way stellar level.
- emmab 11y agoYes, it is not tractable. It serves as an example of a definition of an agent though.