The necessity of a secondary system in machine consciousness

被引:4
|
作者
Miyazaki, Kazuteru [1 ]
Takeno, Junichi [2 ]
机构
[1] Natl Inst Acad Degrees & Univ Evaluat, Kodaira, Tokyo 1878587, Japan
[2] Meiji Univ, Kawasaki, Kanagawa, Japan
关键词
Consciousness system; Exploitation-oriented learning (XoL); Reinforcement learning; Primary system; Secondary system;
D O I
10.1016/j.procs.2014.11.079
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Our research purpose is to realize a consciousness system on computers. In this paper, we focus on the relation between a primary system that directly interacts and learns the input-output relation within an environment, and a secondary system that continuously monitors and is able to direct the primary system. We hold that consciousness is not composed of a primary system alone, but that the employment of a secondary system is essential. The purpose of this paper is therefore to clarify the importance of a secondary system. We show by numerical experiments that the addition of a secondary system provides adaptability to a wider range of environmental changes than a primary system alone. Alternatively, we present an extraordinary case where a customized primary system fully adapts to an environment undergoing a particular type of change. Far from refuting the value of a secondary system, this special case serves to point out the importance of the effective design of a secondary system. Therefore, we confirm the value and usefulness of a secondary system in a machine consciousness system through these numerical experiments.
引用
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页码:15 / 22
页数:8
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