How can agents learn about the world from observations, and use that knowledge to take effective actions? Hutter's AIXI model applies Solomonoff's theory of induction to sequential decision making, giving a plausible approach to defining the "best possible agent" that we could hope to build. However, there are problems with the AIXI model; among other problems, we will see that it is not...