caa a22 4500 467943389 CHVBK 20180323165659.0 cr unu---uuuuu 170328e19901001xx s 000 0 eng 10.1007/BF00116877 doi (NATIONALLICENCE)springer-10.1007/BF00116877 (NATIONALLICENCE)springer-10.1023/A:1022629723958 Zhou Hayong Department of Computer and Information Sciences, College of Natural and Mathematical Sciences, Towson State University, 21204-7079, Towson, MD aut CSM: A computational model of cumulative learning [Elektronische Daten] [Hayong Zhou] This paper presents a description and an empirical evaluation of a rule-based, cumulative learning system called CSM (classifier system with memory), tested in the robot navigation domain. The significance of this research is to augment the current model of classifier systems with analogical problem solving capabilities and chunking mechanisms. The present investigation focuses on knowledge acquisition, learning by analogy, and knowledge retention. Experimental results are presented that exhibit forms of intelligent behavior not yet observed in classified systems and expert systems. Kluwer Academic Publishers, 1990 Long-term memory nationallicence cumulative learning nationallicence classifier systems nationallicence learning by analogy nationallicence Machine Learning Kluwer Academic Publishers 5/4(1990-10-01), 383-406 0885-6125 5:4<383 1990 5 10994 https://doi.org/10.1007/BF00116877 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/BF00116877 text/html Onlinezugriff via DOI NATIONALLICENCE 100 1- Zhou Hayong Department of Computer and Information Sciences, College of Natural and Mathematical Sciences, Towson State University, 21204-7079, Towson, MD aut NATIONALLICENCE 773 0- Machine Learning Kluwer Academic Publishers 5/4(1990-10-01), 383-406 0885-6125 5:4<383 1990 5 10994 NATIONALLICENCE 856 40 https://doi.org/10.1023/A:1022629723958 text/html Onlinezugriff via DOI NATIONALLICENCE 100 1- Zhou Hayong Department of Computer and Information Sciences, College of Natural and Mathematical Sciences, Towson State University, 21204-7079., Towson, MD aut NATIONALLICENCE 773 0- Machine Learning Kluwer Academic Publishers-Plenum Publishers 5/4(1990-10-01), 383-406 0885-6125 5:4<383 1990 5 10994 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE NATIONALLICENCE NL-springer