Ctrlk
For the complete documentation index, see llms.txt. This page is also available as Markdown.

ai

Basic idea

Construction of agents that perceive and act to maximise some objective. Modern AI is dominated by gradient-based learning on differentiable models.

Key formulas

  • Bayes: $P(h|d) = P(d|h)P(h)/P(d)$

  • Expected utility: $\mathbb{E}[U] = \sum_a P(a) U(a)$

  • Solomonoff prior: $M(x) = \sum_{p : U(p)=x*} 2^{-|p|}$

Previouscomputer_scienceNextHutter Prize

Last updated