Requirements

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• Computer Science knowledge
  • Algorithms
  • Data structures
  • Turing machines
  • Databases
• Mathematics
  • Functions
  • Set theory
  • Logic
  • Statistics
  • Proofs
  • Formal systems
  • Discrete mathematics
  • Signal processing
  • Topology
  • Optimization
• Programming experience
• Philosophy (foundations)
• A desire to learn
• Be open to all ideas (even the crazy ones!)

Suggestions

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• Identify practical goals as soon as possible. It will help you better internalize what you’ll read along the way.

Suggested readings

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Pre-requisites

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Essentials

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• Artificial Intelligence: A Modern Approach
• OpenCog Glossary

Advanced

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Uncategorized

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• The Essential Turing
• Universal Artificial Intelligence - Sequential Decisions Based on Algorithmic Probability
• Christopher Michael Langan - The Cognitive-Theoretic Model of the Universe: A New Kind of Reality Theory
• Shane Legg - Machine Super Intelligence
• Manna

AGI researcher suggested

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• https://sites.google.com/site/narswang/home/agi-introduction/agi-education
• http://wp.goertzel.org/agi-curriculum/
• http://www.hutter1.net/ai/introref.htm

References

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• http://p.migdal.pl/2017/04/30/teaching-deep-learning.html