Differences between Kolmogorov Complexity and Solomonoff Probability: Consequences for AGI.
Alexey PotapovAndrew SvitenkovYurii VinogradovPublished in: AGI (2012)
Keyphrases
- kolmogorov complexity
- inductive inference
- artificial general intelligence
- statistically significant
- probability distribution
- intelligent systems
- confidence levels
- general intelligence
- cognitive model
- complexity measures
- negative consequences
- neural network
- learning paradigms
- conditional probabilities
- evolutionary computation
- evolutionary algorithm
- learning algorithm