Proceedings of the 2015 International Conference on Education, Management and Computing Technology

An Integrated Design Method using Reinforcement Learning Model

Authors
Yingjun Hao, Shaosong Wan, Jian Cao, Cong Yan
Corresponding Author
Yingjun Hao
Available Online June 2015.
DOI
10.2991/icemct-15.2015.226How to use a DOI?
Keywords
reinforcement learning (RL), design, method, application
Abstract

This is followed by a summary of future research directions, and possibilities for technology transition that are currently underway. RL can autonomously get optional policy with the knowledge obtained by trial-and-error and continuously interacting with dynamic environment. Firstly, the model and theory of reinforcement learning is given. Then, a description of the controller architecture and associated stability analysis is given, followed by a more in-depth look at its application to a tiltrotor aircraft.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 International Conference on Education, Management and Computing Technology
Series
Advances in Social Science, Education and Humanities Research
Publication Date
June 2015
ISBN
978-94-62520-82-0
ISSN
2352-5398
DOI
10.2991/icemct-15.2015.226How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Yingjun Hao
AU  - Shaosong Wan
AU  - Jian Cao
AU  - Cong Yan
PY  - 2015/06
DA  - 2015/06
TI  - An Integrated Design Method using Reinforcement Learning Model
BT  - Proceedings of the 2015 International Conference on Education, Management and Computing Technology
PB  - Atlantis Press
SP  - 1073
EP  - 1076
SN  - 2352-5398
UR  - https://doi.org/10.2991/icemct-15.2015.226
DO  - 10.2991/icemct-15.2015.226
ID  - Hao2015/06
ER  -