#theory
5 articles
- A Tutorial Introduction to the Minimum Description Length Principle Grünwald's comprehensive guide to MDL for model selection and learning
- Kolmogorov Complexity and Algorithmic Randomness Measuring how short the best description of an object can be
- Machine Super Intelligence Shane Legg's PhD thesis formalizing universal intelligence and the AIXI agent
- Quantifying the Rise and Fall of Complexity in Closed Systems The Coffee Automaton paper formalizing how complexity peaks then declines
- The First Law of Complexodynamics Why complexity rises then falls while entropy only increases