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General Information
    • ISSN: 2010-3700
    • Frequency: Bimonthly
    • DOI: 10.18178/IJMLC
    • Editor-in-Chief: Dr. Lin Huang
    • Executive Editor:  Ms. Cherry L. Chen
    • Abstracing/Indexing: Engineering & Technology Digital Library, Google Scholar, Crossref, ProQuest, Electronic Journals Library, DOAJ and EI (INSPEC, IET).
    • E-mail: ijmlc@ejournal.net
Editor-in-chief
Dr. Lin Huang
Metropolitan State University of Denver, USA
It's my honor to take on the position of editor in chief of IJMLC. We encourage authors to submit papers concerning any branch of machine learning and computing.
IJMLC 2015 Vol. 5(2): 121-126 ISSN: 2010-3700
DOI: 10.7763/IJMLC.2015.V5.494

Proposed Decision-Making System Based on Consciousness in Multiple Rewards and Penalties Environments

Kazuteru Miyazaki
Abstract—What is consciousness? Many definitions have been proposed to describe this concept. Our research aims to achieve consciousness in computers and, in particular, focuses on a decision-making system based on consciousness. After the requirements are defined, a system that satisfies these conditions is proposed. Especially, this work proposes a new decision-making system based on consciousness. This model consists of emotional memories, declarative memories, and an amygdala-like mediation component incorporating three types of modules such as agilor, contemplator, and mediator. The effectiveness of the proposed system is validated through numerical experiments.

Index Terms—Consciousness system, exploitation-oriented learning (XoL), reinforcement learning.

Kazuteru Miyazaki is with the National Institution for Academic Degrees and University Evaluation, 1-29-1 Gakuen-nishimachi Kodaira-shi, Tokyo 187-8587 Japan (e-mail: teru@niad.ac.jp).

[PDF]

Cite: Kazuteru Miyazaki, "Proposed Decision-Making System Based on Consciousness in Multiple Rewards and Penalties Environments," International Journal of Machine Learning and Computing vol. 5, no. 2, pp. 121-126, 2015.

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