Proceedings of the 2023 International Conference on Image, Algorithms and Artificial Intelligence (ICIAAI 2023)

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Exploring the Role of Reinforcement Learning in Video Game Environments

Authors
Xingyu Hou1, *
1School of Computer Science, Central South University, Changsha, 410083, China
*Corresponding author. Email: 8208201128@csu.edu.cn
Corresponding Author
Xingyu Hou
Available Online 27 November 2023.
DOI
10.2991/978-94-6463-300-9_20How to use a DOI?
Keywords
Reinforcement Learning; Artificial Intelligence; Video Game
Abstract

With the progressive advancement of technology in the gaming industry and the growing maturity of Reinforcement Learning (RL) techniques, the utilization of RL in gaming has significantly evolved. However, there is a noticeable dearth of comprehensive overview and summary in this domain. Thus, this paper aims to address this gap. It begins by providing a concise explanation of the concept of RL and subsequently reviews its development within the gaming field. A comparative analysis between traditional artificial intelligence and artificial intelligence integrating RL in gaming is also conducted to highlight the advantages and disadvantages of RL. Furthermore, the study presents two application cases demonstrating the potential of RL in enhancing gaming experiences. Ultimately, the paper concludes with a summary and a future perspective on this subject matter. Through this work, we hope to provide valuable insights and contribute to the further exploration of RL in the gaming industry.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 International Conference on Image, Algorithms and Artificial Intelligence (ICIAAI 2023)
Series
Advances in Computer Science Research
Publication Date
27 November 2023
ISBN
10.2991/978-94-6463-300-9_20
ISSN
2352-538X
DOI
10.2991/978-94-6463-300-9_20How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Xingyu Hou
PY  - 2023
DA  - 2023/11/27
TI  - Exploring the Role of Reinforcement Learning in Video Game Environments
BT  - Proceedings of the 2023 International Conference on Image, Algorithms and Artificial Intelligence (ICIAAI 2023)
PB  - Atlantis Press
SP  - 193
EP  - 201
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-300-9_20
DO  - 10.2991/978-94-6463-300-9_20
ID  - Hou2023
ER  -