Title :
Knowledge representations for learning control
Author :
Kokar, Mieczyslaw M. ; Anderson, Chuck ; Dean, Thomas ; Valavanis, Kimon ; Zadrozny, Wlodek
Author_Institution :
Northeastern Univ., Boston, MA, USA
Abstract :
Covers such issues as the meaning of representation, the role representation plays in programs for learning control, expressive power of particular representation schemes, and the impact of choosing a particular representation on the complexity of reasoning and learning. The authors cover intelligence-in-the limb versus intelligence; learning efficiency as the critical issue in learning control, selective versus constructive induction and map learning: binary- and fuzzy-logic-base knowledge representation for intelligent robotic systems; and knowledge representation, definability, and self-reference
Keywords :
knowledge representation; learning systems; complexity of reasoning; definability; induction; intelligent robotic systems; knowledge representation; learning control; self-reference; Arm; Intelligent robots; Laboratories; Learning systems; Leg; Machine learning; Orbital robotics; Process control; Robot control; Speech;
Conference_Titel :
Intelligent Control, 1990. Proceedings., 5th IEEE International Symposium on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-8186-2108-7
DOI :
10.1109/ISIC.1990.128486