| Paper Abstract and Keywords |
| Presentation |
2024-01-18 14:00
[Tutorial Lecture]
Reinforcement learning and its computer simulation Hitoshi Kono (Tokyo Denki Univ.) AP2023-170 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Reinforcement learning is a learning algorithm in which an agent selects actions through trial and error and explores for the optimal solution to a problem from the rewards obtained. Although various applications have been performed, real-time reinforcement learning is often impractical, and computer-based learning is often used. Therefore, this paper provides an overview of reinforcement learning, clarifies its merits and demerits, and then explains the difficulties in robot implementation and provides examples using computer simulations. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Machine learning / Reinforcement learning / Computer simulation / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 123, no. 336, AP2023-170, pp. 58-61, Jan. 2024. |
| Paper # |
AP2023-170 |
| Date of Issue |
2024-01-10 (AP) |
| ISSN |
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 |
AP2023-170 |
| Conference Information |
| Committee |
AP WPT |
| Conference Date |
2024-01-17 - 2024-01-19 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tokimate, Niigata University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Radio propagation, Wireless transmission technology, Antennas and Propagation |
| Paper Information |
| Registration To |
AP |
| Conference Code |
2024-01-AP-WPT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Reinforcement learning and its computer simulation |
| Sub Title (in English) |
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| Keyword(1) |
Machine learning |
| Keyword(2) |
Reinforcement learning |
| Keyword(3) |
Computer simulation |
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| 1st Author's Name |
Hitoshi Kono |
| 1st Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2024-01-18 14:00:00 |
| Presentation Time |
50 minutes |
| Registration for |
AP |
| Paper # |
AP2023-170 |
| Volume (vol) |
vol.123 |
| Number (no) |
no.336 |
| Page |
pp.58-61 |
| #Pages |
4 |
| Date of Issue |
2024-01-10 (AP) |