Exploration of artificial intelligence symbolism and connectionism from the perspective of intentionality
How to realize intentionality for artificial intelligence has always been one of the major concerns and researches in the academic world.In order to cross this gap,two paths have been gradually developed in the research and practical development of artificial intelligence:one is the symbolist imitation path;the other is the connectionist reduction path.Symbolism's imitation path is highly abstracted and symbolized by the symbol system,which makes this path not able to make AI complete with human intentionality.Although connectionism has some advantages over symbolism's imitation path,connectionism's reduction path can't provide substantial help for AI to have human intentionality due to the shortcomings of AI in realizing interpretability.In order for AI to be as intentional as human beings,it is necessary to consider more holistically the interaction between intelligent machines and the environment of the external world,and to integrate thinking,computing and the environment as a whole.
Chinese house argumentintentionalityartificial intelligencesymbolismconnectionism
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