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A description of a new AI system with superior learning capabilities. Copyright © 1998-2009
by Jorrit IJpenberg. This content and the download files may be distributed
freely only if unmodified.
Note: To everyone who has some problems understanding this system.
I can say this:
Once you do understand it, it turns out to be extremely simple.
Here you can read a description of a new AI learning
system that is capable to learn everything a man can learn if the system
is provided with the same amount of start knowledge. There is also a little
demonstration program with source code available.
The advantages of this system compared to other AI
systems:
- Neural networks: This system doesn't need any training data, only experience.
It's a lot more flexible and it's easy to find (extract) the learned knowledge.
- Fuzzy logic: This system is just as powerful but is capable to construct
knowledge by it self.
- Genetic Algorithm: This system is just as flexible but learns a lot faster.
- Other AI architectures: When used as an addition to other architectures
this system can give more flexible learning power. It is extremely useful
when a program needs to produce it's own knowledge because programming
it would take to much time.
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