| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2018-12-06 11:45 What is the ethics of the inverse reinforcement learning system that circulates probability measure texts and deterministic texts Tetsuya Morizumi (KU)  SITE2018-62 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In the Internet, the system is designed and operated by a logic viewpoint based on determinism. If you design the system deterministically, its safety, integrity and soundness can be easily proved, that is, it is easy to design. However, systems designed with determinism force to bind humans by rule. Now, the system which lacks the viewpoint of <I> continues uncritically developing, and as its ultimate appearance artificial intelligence appears while raising various problems. What kind of approach should we approach to incorporate the viewpoint of <I> into an artificial intelligent system? In this paper I present the following conceptual design: "To positively incorporate the viewpoint of others into artificial intelligence", at the same time "aim to be a system that can change the rules themselves from the viewpoint of <I> while adhering to deterministic rules". In other words, I design the concept of Wittgenstein's language-game and the concept of “Riken-no-ken (sight outside of sight)” used in Ze’ami’s treatise on Noh as a machine learning system against the question "How each <I> interpret others". In the machine learning mechanism, combine supervised learning and unsupervised learning, and apply reverse reinforcement learning to Bayesian updating of teacher data. This system realizes "a system to reverse reinforcement learning from the viewpoint of other people's intention". Then I will try ethical consideration on this system. |
|
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | artificial intelligence / determinism / stochastic model / inverse reinforcement learning / Wittgenstein / Language-game / Ze’ami / ethics | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 345, SITE2018-62, pp. 17-23, Dec. 2018. | |
| Paper # | SITE2018-62 | |
| Date of Issue | 2018-11-29 (SITE) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | SITE2018-62 |
|
| Conference Information | |
| Committee | SITE |
| Conference Date | 2018-12-06 - 2018-12-06 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | SITE |
| Conference Code | 2018-12-SITE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | What is the ethics of the inverse reinforcement learning system that circulates probability measure texts and deterministic texts |
| Sub Title (in English) | |
| Keyword(1) | artificial intelligence |
| Keyword(2) | determinism |
| Keyword(3) | stochastic model |
| Keyword(4) | inverse reinforcement learning |
| Keyword(5) | Wittgenstein |
| Keyword(6) | Language-game |
| Keyword(7) | Ze’ami |
| Keyword(8) | ethics |
| 1st Author's Name | Tetsuya Morizumi |
| 1st Author's Affiliation | Kanagawa University (KU) |
| 2nd Author's Name | |
| 2nd Author's Affiliation | () |
| 3rd Author's Name | |
| 3rd Author's Affiliation | () |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2018-12-06 11:45:00 |
| Presentation Time | 25 minutes |
| Registration for | SITE |
| Paper # | SITE2018-62 |
| Volume (vol) | vol.118 |
| Number (no) | no.345 |
| Page | pp.17-23 |
| #Pages | 7 |
| Date of Issue | 2018-11-29 (SITE) |
[Return to Top Page]