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
Cognitive science
  1. Riddles and mental models 
  2. Train of thought and mental heuristics: search, pattern-matching, problem-solving, simulation, reasoning, forming and expanding mental models, rationalization and narrative-forming 
  3. Memory etc.
Machine learning

Agent foundations

  1. A crash course on mathematical logic (old version: Godel, Turing and time travel)
  2. Fixing the crash in mathematical logic
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]

No comments:

Post a Comment