Artificial intelligence

Information theory
Decision theory
  1. Statistical models; causal models
  2. Further notes on causation
  3. Hacking Evidential Decision Theory
  4. Positivism as the rejection of anthropic reasoning
Machine learning

Agent foundations

  1. Godel, Turing and time travel
  2. Logical induction etc.
Alternative logic

Non-classical logic, intuitionist logic, Modal logic, Ultrafinitism, Evidence logic, non-explosive logic [1]. Fuzzy logic, possibility theory


... -- Godel and information 
Computational learning theory [1] [2]
Information theoretic foundations [1] [2]
information geometry [1]

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