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OFAI-TR-92-36 ( 40kB g-zipped PostScript file)

The Science of a ``New AI''

Erich Prem

This paper seeks to describe the science of a ``New AI''. It is explained why this new development is belonging to Artificial Intelligence and why it should be called ``new''. We establish a list of criteria, which a new AI must satisfy. Several existing mainstreams of AI are revisited in the light of this explanation. Finally, we describe one bottom-up approach to symbol grounding in more detail and point out implications of such a model, which can be seen as a step towards ``new'' production systems or heuristics.

Citation: Prem E.: The Science of a ``New AI'', Proc. of the ECAI-92 workshop `Neural Networks and a New AI' (G. Dorffner, Ed.), Springer-Verlag.