ãµã¤ã³ã¤ã³ããç¶æ ã§ããããããæ¼ãã¨ããã¤ãã¼ã¸ã® ããããå±¥æ´ãã«ä¸è¦§ã¨ãã¦ä¿åããã¦ããã®ã§ã å度èªã¿ãããªã£ãæãããã¨ã§ãã£ããèªã¿ããã¨ãã«ä¾¿å©ã§ãã
å²ç¢AIãã¼ã ã«ä¹ã£ã¦ãè¥ææ£å£«ã®éã§ãAWSãã大æµè¡ããã®çç±ã¨ã¯ï¼ï¼é±æ«ã¨ã³ãã©ãã¼ã話ï¼1/4 ãã¼ã¸ï¼ 人éã®è½åãAIãå®å ¨ã«ä¸åãã¤ã¤ãããå²ç¢ãã®ä¸çãæè¿ã§ã¯ãAIãæ´»ç¨ããç 究ãè¡ãæ£å£«ãå¢ãã¦ããããã ãããã®è£å´ã§AWSãè¥ææ£å£«ã®ä¸ã§å¤§æµè¡ãã¦ããã¨ãããä¸ä½ä½ãèµ·ãã£ã¦ããã®ã ãããã ããæ°å¹´ãå°æ£ãå²ç¢ã¨ãã£ããã¼ãã²ã¼ã ã®ä¸çã§ã¯ãAIï¼äººå·¥ç¥è½ï¼ã®è½åã人éãä¸åãã¤ã¤ãããç¹ã«ãAlphabetåä¸ã®DeepMindãéçºããå²ç¢AIãAlphaGoãã¯ãä¸çã®ãããæ£å£«ã次ã ã¨ç ´ã£ããã¨ã§ãæ¨ä»ã®äººå·¥ç¥è½ãã¼ã ã®âç«ä»ãå½¹âã¨ãªã£ãã®ã¯è¨æ¶ã«æ°ããã æè¿ã§ã¯ãããæ£å£«ãã¡ãç 究ã«AIã使ãå§ãã¦ãããããã®å½±é¿ã§ãè¥ãå²ç¢æ£å£«ãã¡ã®éã§ä»ãAWSï¼Amazon Web Servicesï¼ããå©ç¨ãã人ãæ¥éã«å¢ãã¦ããã®ã ã¨ãããä¸ä½ä½ãèµ·ãã¦ãã
ã©ãã¶ã¤ãããã AI ãä½ãã¾ããã絶対ã«åã¦ã¾ãããç¡åæãå³ãã£ã¦ãã ããã ref: http://mame.github.io/dobutsu-shogi-master ã©ãã¶ã¤ããããã¨ã¯ 3 ãã¹ x 4 ãã¹ã®åç´åãããå°æ£ã§ããã©ã¤ãªã³ï¼çç¸å½ï¼ãããï¼1 ãã¹ããé²ããªãè§è¡ï¼ãããªã³ï¼1 ãã¹ããé²ããªãé£è»ï¼ãã²ããï¼æ©ç¸å½ãã«ãã¨ãã«æã£ããéç¸å½ï¼ã® 4 種é¡ã®é§ãåããã¦ãç¸æã®ã©ã¤ãªã³ãåããããã©ã¤ï¼ã©ã¤ãªã³ãä¸çªå¥¥ã®è¡ã¾ã§éã¶ããã ãç´å¾ã«åãããå ´åã¯ã ãï¼ã«æåããã°åã¡ã§ãã詳ãã㯠Wikipedia ã®è¨äºãè¦ã¦ãã ããã ã©ãã¶ã¤ããããã¯å¾æå¿ åã§ãããã¨ãç¥ããã¦ãã¾ãï¼ç ç©¶å ±åï¼ãã¤ã¾ããå¾æãæ£ãããã¬ã¤ããéããå æã¯çµ¶å¯¾ã«åã¦ã¾ãããã©ãã¶ã¤ããããå人ã¯å¸¸ã«æ£ãããã¬ã¤ããã®ã§ãå æã®ããªãã¯çµ¶å¯¾ã«åã¦ã¾ããã ãªãã§ä½ã£ãã®
(Fig. 1 from Rumelhart, Hinton & Williams, Nature, 1986) ããã¯ã¡ãã£ã¨ããå°ãã¿ã§ããåèªèº«ã¯ãã¥ã¼ã©ã«ãããã¯ã¼ã¯ (Neural Network, NN)ã®å¦è¡çå°é家ã§ããªããã°æ³ãã¦ãNNã®ç 究å²å®¶ã§ããªãã®ã§ãããã ãåèªèº«ããã¤ã¦è³ã®ç 究è ã ã£ãé ã«ææ¡ãã¦ããäºç±ã«åºã¥ãã¦ã極ãã¦ããå æ¸ãªç§è¦ãæ¸ãã¦ããã«éããªããã¨ãäºããæããã¦ããã¾ãããã£ã¦ããã®è¾ºã®äºæ ã«è©³ããæ¹ããã£ãããã¾ããããå¾å¦ã®ããã«ãæ¯éãé æ ®ãªãããã³ããå ¥ãã¦ä¸ããã¨æé£ãã§ãm(_ _)m å æ¥ã®ãã¨ã§ããã@tmaeharaããããããªãã¨ãåãã¦ãããã¾ããã ãªãªã¸ãã«è«æ https://t.co/kXfu8jIat3 ããã§ãï¼æ¬å½ã«ãã ãã§ã¤ã³ã«ã¼ã«ã§å¾®åãã¦å¾é æ³ãã¦ããã ãã«ããè¦ããªãâ¦â¦ï¼â ⢠(@tmaehara
æè¿ã¨ããä¼æ¥ã®æ¡ç¨æ å½è ã¨ä¼ãã大å¤èå³æ·±ã話ããããã£ãããã®æ¹ã®ä¼ç¤¾ã¯ä¸ã ã«é©æ°çã§ãæ¨ä»è©±é¡ã®AIã«ããæ¡ç¨å¤å®ãæ¸é¡é¸èã«çµã£ã¦å°å ¥ãã¦ã¿ãã®ã ã¨ããã çµæã¯ãªããªãã«ä¸ã ã ã£ãã¨ã®äºã ãã©ãæçµçã«ã¯æ¡ç¨ã«ãããAIã®å°å ¥ã¯æ念ããã AIã®æ¡ç¨ãè¦éã£ãçç±ã¯AIã®å¤æãæªãã£ãããã§ã¯ãªããçµæã ãã¿ãã°ãAIã®å¤æã¯ããã®æ¡ç¨æ å½è ã¨æ¯è¼ãã¦ãããæªããã®ã§ã¯ãªãã£ãããã ã åé¡ã¨ãªã£ãã®ã¯ãAIãããªããã®äººãé¸ãã ã®ãããªããã®äººãé¸ã°ãªãã£ãã®ããã説æãã¦ãããªãã£ãã¨ããã«ãã£ãã¨ããã ããã¯å®ã«å¤§å¤èå³æ·±ãææã§ãä»å¾AIãå°å ¥ããã社ä¼ãçããç§éã«ã¨ã£ã¦é常ã«æçãªç¥è¦ãè©°ã¾ã£ã¦ãããä»æ¥ã¯ãããæãä¸ãã¦ãåãªãã®AIãå°å ¥ãããå¾ã®ç¤¾ä¼ã®è¡æ¹ã«ã¤ãã¦ã¿ã¦ããäºã«ãããã AIã®æèåè·¯ã¯äººéã¨éåéã AIã¯å²ç¢ã®ä¸çãã£ã³ããªã³ãæã¡åãããã
ç±³ãµã³ãã©ã³ã·ã¹ã³ã§è¡ãããã¤ãã³ãã§ç»å£ãããã§ã¤ã¹ããã¯ã®ãã¼ã¯ã»ã¶ãã«ã¼ãã¼ã°æé«çµå¶è²¬ä»»è ï¼2016å¹´4æ12æ¥æ®å½±ï¼ã(c)AFP/Glenn CHAPMAN ã6æ15æ¥ AFPãç±³ãã§ã¤ã¹ããã¯ï¼Facebookï¼ã®äººå·¥ç¥è½ï¼AIï¼ç 究ãã¼ã ã¯14æ¥ã人éã¨äº¤æ¸ãã§ãã妥åç¹ãè¦ãã ããAIããããéçºããã¨çºè¡¨ããã ãFAIRï¼Facebook's Artificial Intelligence Researchersï¼ãã®ãã¤ã¯ã»ã«ã¤ã¹ï¼Mike Lewisï¼æ°ã¨ãã¥ã«ãã»ããã©ï¼Dhruv Batraï¼æ°ã¯ããã°ã¸ã®æ稿ã§ããã®æ°æè¡ã«ã¤ãã¦ããã¼ã½ãã«ãã¸ã¿ã«ã¢ã·ã¹ã¿ã³ãéçºã®ã«ã®ãæ¡ããè«ççãªæèãä¼è©±ã交æ¸ããå¯è½ã«ãããããã®ä½ææè¡ãåé²ããããã®ã ã¨èª¬æãã¦ããã FAIRã«ããã¨ããã¾ã§ã®ãããããã£ãããããã¯ãçãä¼è©±ãã¬ã¹ãã©ã³ã¸ã®äºç´ã¨ãã£ãå
ISODATAæ³ã¯ãk-meansæ³ã®ã¢ã«ã´ãªãºã ã«ä»¥ä¸ã®æ¡ä»¶ãå ãããã®ã§ãã 1ï¼ã¯ã©ã¹ã¿å ã®ãµã³ãã«æ°ï¼åæã¯ã©ã¹ã¿æ°ã®æ±ºå®ï¼. 2ï¼ã¯ã©ã¹ã¿éè·é¢ï¼çµåæ¡ä»¶ï¼. 3ï¼
Csaba Gajoæ°ã¯5æ31æ¥(ç±³å½æé)ãVisual Turing Machineã®ææ°çã¨ãªããVisual Turing Machine 2.0ããå ¬éãããVisual Turing Machineã¯Javaã§å®è£ ãããã°ã©ãã£ã«ã«ãªãã¥ã¼ãªã³ã°ãã·ã³ããã¥ã¼ãªã³ã°ãã·ã³ã®åä½ãå¦ç¿ããã«ããã£ã¦ãè¤éãªè¨èªãè¨è¿°ããã¨ãGUIããã®ã¯ãªãã¯ã§ä½é¨ã§ããã¨ããã«ç¹å¾´ãããã 2.0ã§ã¯ã·ã³ãã«ã®a-aryã»ããã®è¿½å ãMDIã®å®è£ ãã¡ã¢ãªåé¡ãã¯ãªã¢ãã大è¦æ¨¡ã¯ã¼ã¯ã¹ãã¼ã¹ã®å®ç¾(10,000x10,000ãã¯ã»ã«)ãèªèº«ã®ãã·ã³ãç·¨éããæ©è½ã®å®ç¾ãnåãã·ã³ãå®è¡ããå¼æ©è½ã®å®ç¾ãå®è¡é度ã®æå®ããã¼ãã®ä½¿ç¨çµ±è¨ãå½ä»¤ã®ä½¿ç¨çµ±è¨æ©è½ãããã°ã©ã ãã»ãã®è¨èªã«å¤æããæ©è½ãªã©ãããã¤ãæ°ããæ©è½ã追å ããã¦ããã ãã¥ã¼ãªã³ã°ãã·ã³ã¯åç´åãããè¨ç®æ¨¡åã®ã²ã¨ã¤ã§ãè¨ç®æ©ç§
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}}