Integrating Symbolic and Sub-symbolic Reasoning
Paper i proceeding, 2016

This paper proposes a way of bridging the gap between symbolic and sub-symbolic reasoning. More precisely, it describes a developing system with bounded rationality that bases its decisions on sub-symbolic as well as symbolic reasoning. The system has a fixed set of needs and its sole goal is to stay alive as long as possible by satisfying those needs. It operates without pre-programmed knowledge of any kind. The learning mechanism consists of several meta-rules that govern the development of its network-based memory structure. The decision making mechanism operates under time constraints and combines symbolic reasoning, aimed at compressing information, with sub-symbolic reasoning, aimed at planning.

Författare

Claes Strannegård

Chalmers, Tillämpad informationsteknologi, Kognition och kommunikation

Göteborgs universitet

Abdul Rahim Nizamani

Göteborgs universitet

Lecture Notes in Computer Science

0302-9743 (ISSN)

Vol. 9782 171-180

Ämneskategorier

Filosofi

DOI

10.1007/978-3-319-41649-6_17

ISBN

978-3-319-41649-6

Mer information

Skapat

2017-10-07