One group within the community calls it "Algorithmic Information theory" or AIT, and another "Kolmogorov complexity". I talked to Hutter when we was writing that article for Scholarpedia that you cite. He decided to use the more neutral term "algorithmic complexity" so as not to take sides on this issue. Unfortunately, "algorithmic complexity" is more typically taken as meaning "computational complexity theory". For example, if you search for it under Wikipedia you will get redirected. I know, it's all kind of ridiculous and confusing...
Paul Almond's site has many philosophically deep articles on theoretical rationality along LessWrongish assumptions, including but not limited to some great atheology, an attempt to solve the problem of arbitrary UTM choice, a possible anthropic explanation why space is 3D, a thorough defense of Occam's Razor, a lot of AI theory that I haven't tried to understand, and an attempt to explain what it means for minds to be implemented (related in approach to this and this).