Fundamental Recognition Learning of Intelligent Agent

Abstract

This paper proposes FRL (Fundamental Recognition Learning) algorithm. FRL is knowledge acquisition, modification and unification. Knowledge acquisition and modification method are ABLE (Activation Bidirectional propagation LEarning) method using FAMOUS (Fuzzy Associative Memory Organizing Units Systems). Knowledge unification method is the revision of ABLE method. This unification method is to unify some membership functions and weights as knowledge. Experimental show the effectiveness of this method.