Variants of Solomonoff induction
This page lists some variants of Solomonoff induction.
Source | Formula | Determinism | Type of machine used | Discrete vs continuous |
---|---|---|---|---|
LessWrong Wiki[1] | where is the set of self-delimiting programs | Deterministic | Page doesn't say, but uses self-delimiting programs and it's discrete, so prefix Turing machine? | Discrete because the output string is finite |
Scholarpedia discrete universal a priori probability[2] | prefix Turing machine | discrete | ||
Scholarpedia continuous universal a priori probability[2] |
References
- ↑ https://wiki.lesswrong.com/wiki/Solomonoff_induction
- ↑ 2.0 2.1 Marcus Hutter; Shane Legg; Paul M.B. Vitanyi. "Algorithmic probability". 2007.