{"id":2234,"date":"2022-12-12T09:50:35","date_gmt":"2022-12-12T00:50:35","guid":{"rendered":"https:\/\/www.rcgs.jp\/?p=2234"},"modified":"2023-01-16T15:21:12","modified_gmt":"2023-01-16T06:21:12","slug":"2022%e5%b9%b4%e5%ba%a6%e7%ac%ac12%e5%9b%9e%e5%ae%9a%e4%be%8b%e7%a0%94%e7%a9%b6%e4%bc%9a-toward-dynamic-difficulty-adjustment-with-audio-cues-by-gaussian-process-regression-in-a-first-person-shooter","status":"publish","type":"post","link":"https:\/\/www.rcgs.jp\/?p=2234","title":{"rendered":"2022\u5e74\u5ea6\u7b2c12\u56de\u5b9a\u4f8b\u7814\u7a76\u4f1a Toward Dynamic Difficulty Adjustment with Audio Cues by Gaussian Process Regression in a First-Person Shooter"},"content":{"rendered":"\n

\u6765\u305f\u308b2022\u5e7412\u670819\u65e5\uff08\u6708\uff09\u3001\u7acb\u547d\u9928\u5927\u5b66\u30b2\u30fc\u30e0\u7814\u7a76\u30bb\u30f3\u30bf\u30fc\u306b\u3088\u308b2022\u5e74\u5ea6\u7b2c12\u56de\u5b9a\u4f8b\u7814\u7a76\u4f1a\u3092\u5b9f\u65bd\u3044\u305f\u3057\u307e\u3059\u3002\u767a\u8868\u8005\u306f\u3001LI Xiaoxu\u6c0f\u3067\u3059\u3002\u767b\u9332\u30fb\u53c2\u52a0\u6599\u4e0d\u8981\u3068\u306a\u3063\u3066\u304a\u308a\u307e\u3059\u3002\u304a\u8a98\u3044\u5408\u308f\u305b\u306e\u4e0a\u3001\u596e\u3063\u3066\u3054\u53c2\u52a0\u306e\u307b\u3069\u3001\u304a\u5f85\u3061\u3057\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u25a0\u767a\u8868\u30bf\u30a4\u30c8\u30eb<\/strong> Title<\/strong>
Toward Dynamic Difficulty Adjustment with Audio Cues by Gaussian Process Regression in a First-Person Shooter<\/p>\n\n\n\n

\u25a0\u767a\u8868\u8005<\/strong> Presenter<\/strong>
Li Xiaoxu(Graduate School of Information Science and Engineering)<\/p>\n\n\n\n

\u25a0\u65e5\u6642<\/strong> Date and Time<\/strong>
2022\u5e7412\u670819\u65e5\uff08\u6708\uff09\u300019:00-21:00<\/p>\n\n\n\n

\u25a0\u5834\u6240<\/strong> Venue<\/strong>
Online\u3000( ZOOM )<\/strong>
https:\/\/ritsumei-ac-jp.zoom.us\/j\/91015543036?pwd=ekdpOG9jdkJwMWtILzB6VU8rcUxLZz09<\/a>
\u30df\u30fc\u30c6\u30a3\u30f3\u30b0ID: 910 1554 3036
\u30d1\u30b9\u30b3\u30fc\u30c9: 031509
\u203b\u304a\u624b\u6570\u3092\u304a\u304b\u3051\u3044\u305f\u3057\u307e\u3059\u304cZoom Bombing\u5bfe\u7b56\u306e\u305f\u3081\u3001\u30ed\u30b0\u30a4\u30f3\u6642\u306b\u304a\u540d\u524d\u3092\u30d5\u30eb\u30cd\u30fc\u30e0\u306b\u3057\u3066\u3044\u305f\u3060\u304f\u3088\u3046\u304a\u9858\u3044\u81f4\u3057\u307e\u3059\u3002To prevent Zoom Bombing, please make sure to use your full name when you log in to ZOOM.<\/p>\n\n\n\n

\u25a0\u6982\u8981 Summary<\/strong>
This presentation will show our study on how in-game audio cues will influence our FPS game’s difficulty. Our study shows that in-game audio cues will indeed influence our FPS game’s difficulty. The relationship between in-game audio cues’ volume and our game’s difficulty shows like a quadratic function. At the same time, I will show how we control the game difficulty, which means creating a Dynamic Difficulty Adjustment (DDA) mechanism for our game. We used Gaussian Process Regression(GPR) as the main algorithm to control DDA. At the same time, we set our own difficulty target(Goal) with respect to our players’ experience. In addition, I will show our game design, game concept, and game AI.

\u25a0\u8cc7\u6599<\/strong>
\u25cf\u30b2\u30fc\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 Game application
\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u95a2\u9023\u3057\u305f\u3001\u30b2\u30fc\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30ea\u30f3\u30af\u3067\u3059\u3002
Download links for game applications related to the presentation.
https:\/\/drive.google.com\/file\/d\/1NMoobEZogqR0iUG0X-20b5deTScr4MMq\/view?usp=sharing<\/a>

\u25cf\u30b9\u30e9\u30a4\u30c9\u3000Slide<\/p>\n\n\n\n