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turtle261 / infotheory

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An Algorithmic Information Theory Library (And Information-theory broadly); Implements numerous approximations, estimations, as well as a comprehensive MC-AIXI Agent & Model Ensemble platform.

information-theory ensemble-learning bayesian kolmogorov-complexity algorithmic-information-theory ensemble-prediction algorithmic-complexity reinforcement-learning-agent ensemble-models aixi mc-aixi-ensemble aiqi
  • Updated Jun 7, 2026
  • Rust

queelius / on-intelligence

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A lay-readable book on the mathematics of optimal intelligence (Bayes, Solomonoff induction, AIXI), the specification problem, and what they imply about modern AI and alignment.

machine-learning latex reinforcement-learning book agi artificial-intelligence bayesian-inference ai-safety kolmogorov-complexity algorithmic-information-theory ai-alignment large-language-models aixi solomonoff-induction specification-problem
  • Updated Jun 7, 2026
  • TeX

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