
The application of artificial intelligence in MOBA games
- 1 Bodwell High School
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Abstract
With the development of science and technology, artificial intelligence (AI) has developed rapidly and made great progress in various fields, and its application in the field of electronic games has also continued to expand. Currently, front-end companies in all major gaming fields are trying to apply AI technology to games. This article will review some specific application projects of artificial intelligence in Multiplayer Online Battle Arena (MOBA) games, and explore its application, impact and future development direction in games. The paper found that AI can currently adapt well to the game development rhythm of MOBA games, helping developers solve many problems related to game design or enhance the fun of the game, such as: using AI to improve the intelligence of intelligent non-player characters (NPCs), helping to adjust and improve Game balance and adaptability, as well as helping to predict game results and improve players' gaming experience. In the future, AI will not only be further used in MOBA games, but many games will also apply AI to games to achieve game development and market competitiveness.
Keywords
AI, MOBA, NPC, Balance, Forecast
[1]. Li Zhe, AI empowers games: Let NPC “speak human language”, 2023.6.9, website: baijiahao.baidu.com
[2]. Matthias Guggenberger, Markus Gross, and Markus Vincze, AI-Powered Game Environments: A Survey,"AI Game Engine Programming"(Schwab,B.), 2007
[3]. Matthias Zuber, Daniel Müller, and Christian Schulte, Intelligent Game Environments: A Survey and Future Directions, "AI Game Engine Programming"(Schwab,B.), 2007
[4]. Pan, Y., Zhang, Y., & Chen, H.(2019). Deep Reinforcement Learning for Game playing: A Survey. IEEE Transactions on Computational Intelligent and Games, 9(2), 315-328.
[5]. Huang, Y., & Liu, Y.(2018). Applications of machine learning in esports. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP) (pp.2134-2144). Association for Computational Linguistics.
[6]. Light Black Technology, the B-side of Glory of Kings: Human beings are noisy again, but AI is enlightened at their feet, 2022.11.11, website: cloud.tencent.com/
Cite this article
Zhong,Y. (2024). The application of artificial intelligence in MOBA games. Applied and Computational Engineering,47,238-241.
Data availability
The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.
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Volume title: Proceedings of the 4th International Conference on Signal Processing and Machine Learning
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