ãã°ã¤ã³èªã¿è¾¼ãã§ãã¾ãâ¦
大éã§ãã å æ¥2015å¹´1æ20æ¥ã«ãNIPS2014èªã¿ä¼ãéå¬ãã¾ããã å½æ¥ã«é¢ããæ å ±ã¯ãã¡ããã覧ãã ããï¼connpass, togetter å½æ¥ã®çºè¡¨ã¿ã¤ãã«ã¨ã¤ã³ã¿ã¼ãããä¸ã§å ¥æå¯è½ãªè³æã¯è¨äºã®æå¾ã«æ²è¼ãã¾ãï¼connpassãããå ¥æå¯è½ã§ãï¼ã æ¨å¹´ã¨åææãåå ´æã§ã®éå¬ã«ãé¢ããããååã®1.5å以ä¸ã®æ¹ã«åå ããã ãã¾ãããã¾ããæ£ç¢ºãªçµ±è¨ã¯ããã¾ããããæ©æ¢°å¦ç¿ã«éããæ§ã ãªããã¯ã°ã©ã¦ã³ãæ¹ãããã£ããã£ãããã§ãããã¸ãã¹ç³»ã¡ãã£ã¢ã§ç¹éã§çµã¾ãããªã©ãæ©æ¢°å¦ç¿ã»äººå·¥ç¥è½ã¸ã®æ³¨ç®åº¦ãé«ã¾ã£ã¦ããã¾ãããããã¨ä¸¦è¡ãã¦æ©æ¢°å¦ç¿ãå°éã«ç 究ããã¦ããæ¹ããæå 端ã®æ©æ¢°å¦ç¿ç 究ã«é¢å¿ãæã¤æ¹ã®å±¤ãåºãã£ã¦ããã®ã§ã¯ãªããã¨æãã¾ãããã®ãããªåå¼·ä¼ã§äº¤æµãå¢ãã¦åéã®çºå±ã«ã¤ãªããã°ãä»åã®åå¼·ä¼ãéå¬ããããããã£ãã¨èãã¦ãã¾ãã æ¹ãã¾ãã¦ãçºè¡¨è
ããè±ç²é£ãã§ããããã§ãããæ¯æ¸ã§ãã æ¨å¹´éããICML2013èªã¿ä¼ã«ç¶ããNIPS2013ã®è«æãç´¹ä»ããä¼ãéãã¾ãããå¹³æ¥å¤ã«ãé¢ããã60å以ä¸ã®ç³ãè¾¼ã¿ã50å以ä¸ã®åå ããããæ¹ãã¦æ©æ¢°å¦ç¿ã¸ã®èå³ã®é«ããè£ä»ãããã®ã¨ãªãã¾ãããä¼å ´æä¾ã«ãååé ããæ±å¤§ã®æ¦ç°æåå çãä¸å·è£å¿å çãããã³çºè¡¨è ã®çãããããã¨ããããã¾ããã ããã§ç¹çãããã®ãã@mooopanãããé¸ãã âPlaying Atari with Deep Reinforcement Learningâã§ãã 話é¡ã®Deep Neural Networkã¨å¼·åå¦ç¿ãçµã¿åããã¦ããã¬ãã²ã¼ã ã§äººéã«ãåã£ãã¨ããããã®æ¥å¯ä¸ã®ã¯ã¼ã¯ã·ã§ããè«æç´¹ä»ã ã£ãã®ã§ããããªãã¨èè ã®æå±ããDeepMind TechnologiesãGoogleã«500åå以ä¸ã§è²·åãããã¨ãããã¥ã¼ã¹ã3æ¥åé£ã³è¾¼ãã§ã
å æ¥ãNIPS (Neural Information Processing Systems)ã¨ããå¦ä¼ã«åå ãã¦ãã¾ãããä»åã¯ãã®å ±åã§ãã NIPSã¯æ©æ¢°å¦ç¿ã®åéã«ããã¦ã¯ãããã«ä½ç½®ã¥ããããä¼è°ã®ä¸ã¤ã§ããä»åãç§ã¯ç¹ã«çºè¡¨ã¨ãã¯ãªãã£ãã®ã§ããã幸éã«ãåå ãããã¨ãã§ãã¾ããã2012å¹´ãããã°ããã¯ãã¢ã¡ãªã«åè¡å½ãããå·ã¿ãæ¹æ¹å²¸ã«ããHarveys Hotelã¨Harrahâs Hotelã§éå¬ããã¾ããä»åã¯ãã¥ã¼ããªã¢ã«ããã¯ã¼ã¯ã·ã§ããã¾ã§ã6æ¥éãã¹ã¦ã«åå ãã¦ãã¾ããã®ã§ããã®å°è±¡ãç¬æã¨åè¦ã§èªãã¾ãã NIPSã¯ã·ã³ã°ã«ãã©ãã¯ã§æå¾ è¬æ¼ã¨å£é çºè¡¨ãèãã¦ãæ®ãã¯å ¨é¨ãã¹ã¿ã¼ã»ãã·ã§ã³ã¨ããæ§æã«ãªã£ã¦ããã®ã§ãããããã¯å£é çºè¡¨ã§èãéãããªããã詳ããèããã奴ã¯ãã¹ã¿ã¼ã§è©³ããèãããããªããªããã¾ãæ¹å¼ã ã¨æãã¾ããã代åã¨ãã¦å£é çºè¡¨ã¯é常ã«æ°
ãªãªã¼ã¹ãé害æ å ±ãªã©ã®ãµã¼ãã¹ã®ãç¥ãã
ææ°ã®äººæ°ã¨ã³ããªã¼ã®é ä¿¡
å¦çãå®è¡ä¸ã§ã
j次ã®ããã¯ãã¼ã¯
kåã®ããã¯ãã¼ã¯
lãã¨ã§èªã
eã³ã¡ã³ãä¸è¦§ãéã
oãã¼ã¸ãéã
{{#tags}}- {{label}}
{{/tags}}