| Presentation | 2022-03-28 A Study on Applying Game Balancing Method Using Deep Reinforcement Learning to Pokemon Ryohei Okamura, Atsuo Ozaki, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a method to automatically adjust the game balance of video games using rein-forcement learning. The problem with conventional methods is that they ignore the inherent strategic nature and depth of competitive games. In the proposed method, the number of moves in a game can be adjusted to a comfortable value using game refinement. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Game balance / Game-Refinement Theory / Deep Reinforcement Learning |
| Paper # | MSS2021-61,NLP2021-132 |
| Date of Issue | 2022-03-21 (MSS, NLP) |
| Conference Information | |
| Committee | MSS / NLP |
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| Conference Date | 2022/3/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | MSS, NLP, Work In Progress (MSS only), and etc. |
| Chair | Atsuo Ozaki(Osaka Inst. of Tech.) / Takuji Kosaka(Chukyo Univ.) |
| Vice Chair | Shingo Yamaguchi(Yamaguchi Univ.) / Akio Tsuneda(Kumamoto Univ.) |
| Secretary | Shingo Yamaguchi(Hokkaido Univ.) / Akio Tsuneda(NEC) |
| Assistant | Masato Shirai(Shimane Univ.) / Hideyuki Kato(Oita Univ.) / Yuichi Yokoi(Nagasaki Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Mathematical Systems Science and its Applications / Technical Committee on Nonlinear Problems |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on Applying Game Balancing Method Using Deep Reinforcement Learning to Pokemon |
| Sub Title (in English) | |
| Keyword(1) | Game balance |
| Keyword(2) | Game-Refinement Theory |
| Keyword(3) | Deep Reinforcement Learning |
| 1st Author's Name | Ryohei Okamura |
| 1st Author's Affiliation | Osaka Institute of Technology(OIT) |
| 2nd Author's Name | Atsuo Ozaki |
| 2nd Author's Affiliation | Osaka Institute of Technology(OIT) |
| Date | 2022-03-28 |
| Paper # | MSS2021-61,NLP2021-132 |
| Volume (vol) | vol.121 |
| Number (no) | MSS-443,NLP-444 |
| Page | pp.pp.33-36(MSS), pp.33-36(NLP), |
| #Pages | 4 |
| Date of Issue | 2022-03-21 (MSS, NLP) |