Universal Artificial Intelligence: Sequential Decisions Based On Algorithmic Probability
Description: Universal Artificial Intelligence: Sequential Decisions Based On Algorithmic Probability presents a framework combining algorithmic information theory with sequential decision theory to address decision-making in both known and unknown environments
ISBN: 3540221395
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Beware, you need some serious maths and a board to follow him. In the end the book is quite rewarding.
Now to AIXI: I don't belive that having a formula solves AI problem. Yes you can model it, but in real environment, I believe there are simpler models to try first. Remember: nature like simpliness first, complex when needed.