What are the characteristics of AI problems?
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If this list1 can be used to classify problems in AI ...
Decomposable to smaller or easier problems
Solution steps can be ignored or undone
Predictable problem universe
Good solutions are obvious
Uses internally consistent knowledge base
Requires lots of knowledge or uses knowledge to constrain solutions
Requires periodic interaction between human and computer
... is there a generally accepted relationship between placement of a problem along these dimensions and suitable algorithms/approaches to its solution?
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Characteristics of AI Problems:
- The AI programs manipulate symbols whereas conventional programs deal with numerical processing.
- The problems of AI deal with have a combinational explosion of various solution paths.
- A very important characteristic of AI program is its ability to learn through experience.
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