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- Goal of AI: mathematical model of mind
- Successful AI: foundations of knowledge must be learned
- Syntactic AI has problems - Chinese Room by John Searle
- But computation by nature is syntactic
- Constructivist AI: constructs its own internal knowledge
- We're OK to assemble our own delusion as long as it corresponds to the real world, otherwise we die.
- To accomplish constructivist AI we do bootstrap learning:
- Body space
- Local spatial model
- Objects and actions
- Goals, beliefs and plans
- Other "agents"
- We can use the idea of distinctive states to help here:
- Get in the general vicinity of the goal and then refine
- Example of constructivist learning:
- Estimate similarities between random sensory input
- Learn organization of sensory information
- First an ego-centric view
- Then a world-view
- Learn objects
- These are discrepancies (mutable things) in the world view
- Learn actions
- A true AI would be able to do the above example with all of the above rules running in parallel.
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