Paper Abstract and Keywords |
Presentation |
2009-12-21 14:50
Synthesis of Desired Space-time Patterns based-on Reinforce Learning Yoshiaki Hachiya, Hidehiro Nakano, Arata Miyauchi (Tokyo City Univ.) NLP2009-134 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Cellular automata (CA) is used for a image processing and a physical simulation. However, it is very difficlt for designer to synthesize CA according to target systems. Therefore, this research aims to synthesize the
desired rule sequence in CA by using a simple Reinforcement Learning. This paper shows typical synthesis results for transition from specic pattern to another specic pattern , transition from random pattern to another random pattern, Self-Repairing and Self-Propagating, and conrms effectiveness of our proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
nonlinear problem / Cellular automata / Reinforcement Learning / Q-Lerning / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 109, no. 354, NLP2009-134, pp. 43-47, Dec. 2009. |
Paper # |
NLP2009-134 |
Date of Issue |
2009-12-14 (NLP) |
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 |
NLP2009-134 |
Conference Information |
Committee |
NLP |
Conference Date |
2009-12-21 - 2009-12-21 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
NLP |
Conference Code |
2009-12-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Synthesis of Desired Space-time Patterns based-on Reinforce Learning |
Sub Title (in English) |
|
Keyword(1) |
nonlinear problem |
Keyword(2) |
Cellular automata |
Keyword(3) |
Reinforcement Learning |
Keyword(4) |
Q-Lerning |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Yoshiaki Hachiya |
1st Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
2nd Author's Name |
Hidehiro Nakano |
2nd Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
3rd Author's Name |
Arata Miyauchi |
3rd Author's Affiliation |
Tokyo City University (Tokyo City Univ.) |
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 |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2009-12-21 14:50:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2009-134 |
Volume (vol) |
vol.109 |
Number (no) |
no.354 |
Page |
pp.43-47 |
#Pages |
5 |
Date of Issue |
2009-12-14 (NLP) |
|