{"id":61992,"date":"2022-04-28T06:02:05","date_gmt":"2022-04-27T21:02:05","guid":{"rendered":"https:\/\/smilegate.ai\/?p=61992"},"modified":"2022-05-04T14:46:02","modified_gmt":"2022-05-04T05:46:02","slug":"human-like-game-aiif-agent-can-listen-like-human","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2022\/04\/28\/human-like-game-aiif-agent-can-listen-like-human\/","title":{"rendered":"AI\uac00 \uc0ac\ub78c\ucc98\ub7fc \uac8c\uc784 \ud50c\ub808\uc774 \uc18c\ub9ac\ub97c \ub4e3\ub294\ub2e4\uba74?"},"content":{"rendered":"<p>[\ud589\ub3d9\uc9c0\ub2a5\uc5f0\uad6c\ud300 \uc774\uc815\uc6b0]<\/p>\n\n\n\n<p>\ubc14\ub451\uacfc \uac19\uc774 \uacbd\uc6b0\uc758  \uc218\uac00 \ub9e4\uc6b0 \ub9ce\uc740 \ubcf5\uc7a1\ud55c \uac8c\uc784\uc5d0\uc11c \uc54c\ud30c\uace0\ub294 \ucd5c\uace0 \uc218\uc900\uc758 \ud504\ub85c\uae30\uc0ac\ub97c \ub118\uc5b4\uc11c\ub294 \ubaa8\uc2b5\uc744 \ubcf4\uc5ec\uc92c\uc2b5\ub2c8\ub2e4. \uc54c\ud30c\uace0 \uc774\ud6c4\uc5d0 \uc9c4\ud589 \ub41c \ud504\ub85c\uc81d\ud2b8\uc778 \uc54c\ud30c\uc2a4\ud0c0, OpenAI Five\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 \uc804\ub7b5\uac8c\uc784\uc5d0\uc11c \uc790\uc6d0\uc744 \uc218\uc9d1\ud558\uace0, \ud65c\uc6a9\ud558\uace0, \ub9ce\uc740 \uc218\uc758 Unit\uc744 \ucee8\ud2b8\ub864\ud558\uace0, \ud300\uacfc \ud611\uc5c5\ud558\uba70 \uac8c\uc784 \ud50c\ub808\uc774\uac00 \uac00\ub2a5\ud568\uc744 \ubcf4\uc5ec\uc92c\uc2b5\ub2c8\ub2e4. \uadf8\ub807\ub2e4\uba74, \uc774\ub7f0 \uc778\uacf5\uc9c0\ub2a5\ub4e4\uc774 \uacfc\uc5f0 \uc0ac\ub78c \uac19\uc740 \uc778\uacf5\uc9c0\ub2a5\uc774\ub77c\uace0 \uc774\uc57c\uae30 \ud560 \uc218 \uc788\uc744\uae4c\uc694?<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"DeepMind open source PySC2 toolset for Starcraft II\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/-fKUyT14G-8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><figcaption>[\uc54c\ud30c\uc2a4\ud0c0\uac00 \uc774\ud574\ud558\ub294 \uc2a4\ud0c0\ud06c\ub798\ud504\ud2b8 \uc138\uc0c1]<\/figcaption><\/figure>\n\n\n\n<p>  \uc55e\uc5d0\uc11c \uc5b8\uae09\ub41c \uac8c\uc784 \uc778\uacf5\uc9c0\ub2a5\ub4e4\uc740 \uc0ac\ub78c\uacfc \ub2e4\ub974\uac8c \uc815\ubcf4\ub97c \uc785\ub825 \ubc1b\uace0, \ud574\uc11d\ud558\uac8c \ub429\ub2c8\ub2e4. \uc8fc\ub85c \uacf5\uac04 \uc815\ubcf4\uac00 \ud45c\ud604\ub41c \ud2b9\uc9d5 \uac12\uc744 \ub530\ub85c \ud45c\ud604\ud558\uac70\ub098, x, y \uc88c\ud45c\uac12, \uac00\uc18d\ub3c4 \ub4f1 \uc218\uce58\ud654\ub41c \uac12\uc744 \uc785\ub825\uc73c\ub85c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc0ac\ub78c\ucc98\ub7fc \uc2dc\uac01\uc801\uc778 \uc815\ubcf4\ub97c \uc0ac\uc6a9\ud55c\ub2e4\ub294 \uc810\uc5d0\uc11c RGB \uc774\ubbf8\uc9c0\ub97c \uc774\uc6a9\ud574 \uc5f0\uad6c \uac1c\ubc1c\uc744 \uc9c4\ud589\ud558\uae30\ub3c4 \ud569\ub2c8\ub2e4. \uc774\ucc98\ub7fc \uc778\uacf5\uc9c0\ub2a5\uc774 \uc0ac\uc6a9\ud558\ub294 \uc815\ubcf4\ub294 \uc0ac\ub78c\uacfc \ub9e4\uc6b0 \ub2e4\ub974\ub2e4\ub294 \uac83\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\ub610\ud55c, \uac8c\uc784\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \uac8c\uc784 AI\uc5d0\uac8c \ub108\ubb34 \uc0c1\uc138\ud558\uac70\ub098, \uc0ac\ub78c\uc740 \uc5bb\uae30 \uc5b4\ub824\uc6b4 \uc815\ubcf4\ub97c \ubc18\uc601\ud558\uac8c \ub41c\ub2e4\uba74, \uacf5\uc815\uc131\uc5d0 \ub300\ud55c \uc2dc\ube44\uac00 \ubc1c\uc0dd \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\ud2b9\ud788, \ucef4\ud4e8\ud130\ub77c\ub294 \uae30\uacc4\uc758 \uc785\uc7a5\uc5d0\uc11c \uc0ac\ub78c\uacfc \ub3d9\ub4f1\ud55c \uc870\uac74\uc744 \ub9cc\ub4e4\uc5b4 \ub0b4\ub294 \uac83\uc740 \uc5b4\ub824\uc6b4 \uc77c\uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>&#8220;<strong>\uc2e4\uc81c \uc0ac\ub78c\uc758 \uc785\uc7a5\uc5d0\uc11c Human \uac8c\uc784 \ud50c\ub808\uc774\uc5b4\ub4e4\uc740 \uc5b4\ub5a4 \uc815\ubcf4\ub4e4\uc744 \uc0ac\uc6a9\ud574 \uac8c\uc784\uc744 \ud50c\ub808\uc774 \ud560\uae4c\uc694?<\/strong>&#8220;<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"342\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-2-1024x342.png\" alt=\"\" class=\"wp-image-61994\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-2-1024x342.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-2-300x100.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-2-768x256.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-2-1536x513.png 1536w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-2.png 1720w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>[\ud06c\ub85c\uc2a4\ud30c\uc774\uc5b4\uc640 \ub85c\uc2a4\ud2b8\uc544\ud06c e-sports \uc120\uc218\ub4e4\uc758 \ubaa8\uc2b5]<\/figcaption><\/figure><\/div>\n\n\n\n<p>FPS \uac8c\uc784\uc778 \ud06c\ub85c\uc2a4\ud30c\uc774\uc5b4\uc640 MMORPG \uac8c\uc784\uc778 \ub85c\uc2a4\ud2b8\uc544\ud06c\uc758 e-sports \uc120\uc218\ub4e4\uc744 \ubcf4\uc2dc\uba74, \uacf5\ud1b5\uc801\uc73c\ub85c \ud5e4\ub4dc\uc14b\uc744 \ucc29\uc6a9\ud558\uace0 \ubaa8\ub2c8\ud130\ub97c \ud1b5\ud574 \uac8c\uc784\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \uc778\uc9c0\ud558\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud504\ub85c \ub808\ubca8\ub85c \uc62c\ub77c\uac08\uc218\ub85d \uc21c\uac04\uc801\uc778 \ucee8\ud2b8\ub864\ubfd0\ub9cc \uc544\ub2c8\ub77c, \ud300 \ucc28\uc6d0\uc5d0\uc11c\uc758 \uc815\ubcf4\uacf5\uc720, \uc804\ub7b5\uc801 \ud310\ub2e8\uc774 \uc2b9\ubd80\uc5d0 \uc788\uc5b4\uc11c \ub9e4\uc6b0 \uc911\uc694\ud574\uc9d1\ub2c8\ub2e4. Human \uac8c\uc784 \ud50c\ub808\uc774\uc5b4\ub4e4\uc740 \uc74c\uc131 \ucc44\ud305\uc744 \ud1b5\ud574 \uc758\uc0ac\uc18c\ud1b5\ud558\uba70, \uc815\ubcf4 \uacf5\uc720\uc640 \ud568\uaed8 \ubaa8\ub2c8\ud130 \uc2dc\uc57c\uc5d0\uc11c \ubcf4\uc774\uc9c0 \uc54a\ub294 \uc815\ubcf4\ub4e4\uc744 \uadc0\ub97c \ud1b5\ud574 \ud310\ub2e8\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud2b9\ud788 \uc18c\ub9ac\uc5d0 \ub300\ud55c \uc815\ubcf4\ub294 \ud2b9\uc815 \uc2a4\ud0ac\uc744 \uc0ac\uc6a9\ud560\ub54c \ubc1c\uc0dd\ud558\ub294 \uc0ac\uc804 \uc815\ubcf4\ub85c \uc774\ud6c4\uc758 \ubbf8\ub798\ub97c \ub300\ube44\ud560 \uc218 \uc788\uace0, FPS \uac8c\uc784\uc758 \uacbd\uc6b0 \ubc1c\uc18c\ub9ac, \ucd1d\ud0c4\uc758 \uc18c\ub9ac\ub97c \ud1b5\ud574 \ubcf4\uc774\uc9c0\ub294 \uc54a\uc9c0\ub9cc, \ub300\ub7b5\uc801\uc778 \uc801\uc758 \uc704\uce58\uc640 \uc804\ub7b5\uc744 \uc720\ucd94\ud574 \ubcfc \uc218 \uc788\ub294 \uc911\uc694\ud55c \uc815\ubcf4\ub85c \uc0ac\uc6a9 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>&#8220;Human \uac8c\uc784 \ud50c\ub808\uc774\uc5b4\ub4e4\uc740 \uc2dc\uac01\uc815\ubcf4\uc640 \uccad\uac01\uc815\ubcf4\uc5d0 \uc758\uc874\ud574 \uac8c\uc784\uc744 \ud50c\ub808\uc774 \ud558\ub294 \uac83\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.&#8221;<\/strong><\/p>\n\n\n\n<p>\uadf8\ub807\ub2e4\uba74, \uc778\uacf5\uc9c0\ub2a5\uc5d0\uac8c \uc0ac\ub78c\uacfc \uac19\uc774 \uc2dc\uac01\uc815\ubcf4\uc640 \uccad\uac01\uc815\ubcf4\ub97c \uc778\uc9c0\ud558\ub3c4\ub85d \ud558\uace0, \uac8c\uc784\uc744 \ud50c\ub808\uc774\ud558\uac8c \ud558\uba74 Human-like \uac8c\uc784 AI\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc9c0 \uc54a\uc744\uae4c\uc694?<\/p>\n\n\n\n<p>\uc774\ub7f0 \ubb3c\uc74c\uc5d0 \ub2f5\ud558\uae30 \uc704\ud574, Agents that Listen: High-Throughput Reinforcement Learning with Multiple Sensory System \uc5f0\uad6c\ub97c \uc18c\uac1c \ub4dc\ub9bd\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub17c\ubb38\uc758 \uc81c\ubaa9\uc5d0\uc11c \uc54c \uc218 \uc788\ub294 \uac83\ucc98\ub7fc, <strong>\uac8c\uc784 AI<\/strong> <strong>Agent\uac00 Listen! \ub4e4\uc744 \uc218 \uc788\ub2e4<\/strong>\ub294 \uc810\uc744 \uac15\uc870 \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-3.png\" alt=\"\" class=\"wp-image-61999\" width=\"225\" height=\"376\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-3.png 225w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-3-180x300.png 180w\" sizes=\"(max-width: 225px) 100vw, 225px\" \/><figcaption>[\uac8c\uc784 AI\uc758 \uc2dc\uac01 \uccad\uac01 \uc815\ubcf4 \ud574\uc11d \uacfc\uc815]<\/figcaption><\/figure><\/div>\n\n\n\n<p>\uc5f0\uad6c\uc9c4\ub4e4\uc740 Human \ud50c\ub808\uc774\uc5b4\ucc98\ub7fc \uc2dc\uac01, \uccad\uac01 \uc815\ubcf4\ub97c \ubc18\uc601\ud558\uae30 \uc704\ud574, RGB \uc774\ubbf8\uc9c0 (\uc2dc\uac01 \uc815\ubcf4), \uc0ac\ub78c\uc774 2\uac1c\uc758 \uadc0\ub97c \ud1b5\ud574 \uc18c\ub9ac\ub97c \ub290\ub07c\ub294 \uac83\uacfc \uac19\uc774, \uc624\ub978\ucabd \uc18c\ub9ac \uc815\ubcf4, \uc67c\ucabd \uc18c\ub9ac \uc815\ubcf4 (\uccad\uac01 \uc815\ubcf4)\ub97c \ubd84\ub9ac\ud574 \uc2e4\uc81c Human \ud50c\ub808\uc774\uc5b4\uac00 \ubaa8\ub2c8\ud130\uc640 \uc2a4\ud53c\ucee4\ub97c \ud1b5\ud574 \uac8c\uc784 \uc815\ubcf4\ub97c \uc0ac\uc6a9\ud558\ub294 \ud615\ud0dc\uc640 \uc720\uc0ac\ud55c \ub124\ud2b8\uc6cc\ud06c \uad6c\uc870\ub97c \uc124\uacc4 \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"VizDoom: APPO agent in the music recognition scenario\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/j_JrQBshXaM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><figcaption>[\uc74c\uc545\uc774 \ub098\uc624\ub294 \uc7a5\uc18c\ub97c \ucc3e\uc544\uac00\ub294 \uacfc\uc81c]<\/figcaption><\/figure>\n\n\n\n<p>VizDoom \uc774\ub77c\ub294 \uace0\uc804 FPS \uac8c\uc784\uc5d0\uc11c \uc2e4\ud5d8 \ud658\uacbd\uc744 \uad6c\uc131\ud588\uc2b5\ub2c8\ub2e4. \uccab\ubc88\uc9f8 \uc2e4\ud5d8 \ud658\uacbd\uc740 4\uac1c\uc758 \uc7a5\uc18c\uc5d0\uc11c \uc18c\ub9ac\uac00 \ub098\uc624\ub294 \uc7a5\uc18c\uc5d0 \ub3c4\ucc29\ud558\uba74 \uc131\uacf5\ud558\ub294 \uc2e4\ud5d8\uc744 \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4. \uc601\uc0c1\uc5d0\uc11c \uc2dc\uc120\uc758 \ubc29\ud5a5\uc774 \uc55e\uc5d0 \uc788\uc9c0 \uc54a\ub354\ub77c\ub3c4, \ub4b7 \uac78\uc74c\uc744 \ud1b5\ud574 \uc18c\ub9ac\uac00 \ub098\ub294 \uacf3\uc73c\ub85c \uc774\ub3d9\ud558\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c FPS \uac8c\uc784\uc5d0\uc11c\ub294 \ub2e8\uc21c\ud788 \uc2dc\uac01\uc815\ubcf4\ub9cc\uc73c\ub85c \uc801\uc758 \uc704\uce58\ub97c \ud310\ub2e8\ud558\uc9c0 \uc54a\uace0, \ub4b7 \ubc29\ud5a5\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubc1c\uc790\uad6d \uc18c\ub9ac, \ucd1d, \uc218\ub958\ud0c4 \uc18c\ub9ac\ub97c \uac8c\uc784 \ud50c\ub808\uc774\uc5b4\uac00 \ud574\uc11d\ud574 \uc2dc\uac01\uc801\uc73c\ub85c \ubcf4\uc774\uc9c0 \uc54a\uc9c0\ub9cc, \ubc18\uc751\ud558\ub294 \uacbd\uc6b0\ub4e4\uc774 \ube48\ubc88\ud558\uac8c \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \uccab\ubc88\uc9f8 \uc2e4\ud5d8\uc744 \ud1b5\ud574 \uac8c\uc784 AI\ub3c4 \uccad\uac01 \uc815\ubcf4\ub97c \ud65c\uc6a9\ud560 \uacbd\uc6b0 \uc0ac\ub78c\ucc98\ub7fc \uc815\ubcf4\ub97c \ud574\uc11d\ud558\uace0 \ud50c\ub808\uc774 \ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc744 \ubcf4\uc5ec\uc92c\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"VizDoom: APPO agent, voice instruction once scenario\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/jBHfDCIn8SI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><figcaption>[\uc74c\uc131 \uba85\ub839\ubb38\uc744 \ud574\uc11d\ud574 \ucc3e\uc544\uac00\ub294 \uacfc\uc81c]<\/figcaption><\/figure>\n\n\n\n<p>\ub450\ubc88\uc9f8 \uc2e4\ud5d8\uc740 \uc74c\uc131 \uba85\ub839\ubb38 \uc608) \uc624\ub80c\uc9c0 \ub098\ubb34\uac00 \uc788\ub294 \uacf3\uc73c\ub85c \uac00\ub77c!, \ud574\uace8 \uae30\ub3d9\uc774 \uc788\ub294 \uacf3\uc73c\ub85c \uac00! \ub4f1\uc744 \uac8c\uc784 AI\uac00 \ud574\uc11d\ud558\uace0 \uba85\ub839\ubb38\uacfc \ub9de\ub294 \uc7a5\uc18c\uc5d0 \ud5a5\ud558\ub294 \uc2e4\ud5d8\uc744 \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4. \uc2e4\ud5d8 \uacb0\uacfc\uc5d0\uc11c\ub294 \uac04\ub2e8\ud55c \ud658\uacbd\uc774\uc9c0\ub9cc, \uac8c\uc784 AI\uac00 \uc74c\uc131 \uba85\ub839\ubb38\uc744 \ud574\uc11d\ud558\uace0 \uacfc\uc81c\ub97c \uc62c\ubc14\ub974\uac8c \uc218\ud589\ud558\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"823\" height=\"170\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-4.png\" alt=\"\" class=\"wp-image-62000\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-4.png 823w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-4-300x62.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/image-4-768x159.png 768w\" sizes=\"(max-width: 823px) 100vw, 823px\" \/><figcaption>[\uac8c\uc784 AI (\uc2dc\uac01 + \uccad\uac01) vs \uac8c\uc784 AI (\uc2dc\uac01) 1:1 \uacb0\uacfc]<\/figcaption><\/figure><\/div>\n\n\n\n<p>\uc5f0\uad6c\uc9c4\uc758 \uc2e4\ud5d8 \uacb0\uacfc\uc5d0 \ub530\ub974\uba74, &#8216;\uc2dc\uac01 \uccad\uac01 \uc815\ubcf4\ub97c \ud568\uaed8 \uc0ac\uc6a9\ud55c \uac8c\uc784 AI&#8217;\uac00 \ub2e8\uc21c\ud788 &#8216;\uc2dc\uac01 \uc815\ubcf4\ub9cc \uc0ac\uc6a9\ud55c \uac8c\uc784 AI&#8217; \ubcf4\ub2e4 \ub354 \ub192\uc740 \uc2b9\ub960\uc744 \ubcf4\uc774\ub294 \uac83\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"VizDoom: Amateur human player vs RGB+Audio RL agent (APPO)\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/p_FIqH3VJ7s?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><figcaption>[Human vs Game AI]<\/figcaption><\/figure>\n\n\n\n<p>\uc624\ub298 \uc18c\uac1c\ub4dc\ub9b0 \uc5f0\uad6c\ub294 \uac04\ub2e8\ud55c \uac8c\uc784\uc5d0\uc11c \uc2dc\uc791\ud558\uc9c0\ub9cc, \uc55e\uc73c\ub85c \uc9c0\uc18d\uc801\uc778 \ubc1c\uc804\uc744 \ud1b5\ud574, Human \uac8c\uc784\ud50c\ub808\uc774\uc5b4\uc640 \uac19\uc774 \uc74c\uc131\ucc44\ud305\uc73c\ub85c \uc804\ub7b5\uc744 \ub17c\uc758\ud558\uace0, \ud568\uaed8 \uac8c\uc784\uc744 \ud50c\ub808\uc774\ud560 \uc218 \uc788\ub294 \uce5c\uad6c\ub85c \ub2e4\uac00\uc62c\uac70\ub77c \ubbff\uc5b4 \uc758\uc2ec\uce58 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ucd5c\uadfc \uc778\uacf5\uc9c0\ub2a5 \uc5f0\uad6c \uac1c\ubc1c\uc758 \ud2b8\ub79c\ub4dc\ub294 \ub2e4\uc591\ud55c modality(\ud615\ud0dc, Text, Speech, Vision \ub4f1) \uc815\ubcf4\ub4e4\uc744 \ud1b5\ud569\ud574 \ud65c\uc6a9\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\ub78c\ub3c4 \ud2b9\uc815\ud55c \uc77c\uc744 \ud558\uac70\ub098, \ud65c\ub3d9\uc744 \ud560\ub54c 1\uac00\uc9c0\uc758 \uac10\uac01 \uc815\ubcf4\uac00 \uc544\ub2cc, \ub2e4\uc591\ud55c \uac10\uac01 \uc815\ubcf4\ub4e4\uc744 \ucde8\ud569\ud558\uace0 \ub450\ub1cc\uc5d0\uc11c \ubd84\uc11d\ud574 \ud589\ub3d9\ud558\uac8c \ub429\ub2c8\ub2e4. \uc55e\uc73c\ub85c \ub2e4\uc591\ud55c modality\ub4e4\uc774 \ud1b5\ud569\ub418\uba74\uc11c, \uc778\uacf5\uc9c0\ub2a5\uc758 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \ubcf4\uc5ec\uc904 \uac83\uc73c\ub85c \uae30\ub300 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc2a4\ub9c8\uc77c\uac8c\uc774\ud2b8 AI \ud589\ub3d9\uc9c0\ub2a5\uc5f0\uad6c\ud300\uc740 \ubc1c\uc804\ud558\ub294 \uac8c\uc784 AI \uae30\uc220\uc758 \ub2e4\uc591\ud55c \uac00\ub2a5\uc131\uc744 \ud0d0\uad6c\ud558\uace0, \uc720\uc800\ub4e4\uc5d0\uac8c \uc990\uac70\uc6c0\uc744 \uc8fc\uae30 \uc704\ud574 \uc5f0\uad6c \uac1c\ubc1c\uc744 \uc9c4\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uac10\uc0ac\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u53c2\u8003<\/strong><\/p>\n\n\n\n<p>[1]\u00a0<a href=\"https:\/\/www.hankyung.com\/it\/article\/2022021429391\" class=\"rank-math-link\" target=\"_blank\" rel=\"noopener\">https:\/\/sites.google.com\/view\/sound-rl<\/a><\/p>\n\n\n\n<p>[2] https:\/\/github.com\/deepmind\/pysc2<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_61992\"  data-site_id=\"5f255b28943ec9a60bed08fd\"  data-lang=\"ko\"  data-dislike_enabled=\"false\"  data-icon_dislike_show=\"false\"  data-tooltip_enabled=\"false\"  data-white_label=\"true\"  data-rich_snippet=\"true\"  data-popup_disabled=\"true\"  data-i18n_like=\"Like\"  data-style=\"\"  data-unlike_allowed=\"\"  data-show_copyright=\"\"  data-item_url=\"https:\/\/smilegate.ai\/cn\/2022\/04\/28\/human-like-game-aiif-agent-can-listen-like-human\/\"  data-item_title=\"AI\uac00 \uc0ac\ub78c\ucc98\ub7fc \uac8c\uc784 \ud50c\ub808\uc774 \uc18c\ub9ac\ub97c \ub4e3\ub294\ub2e4\uba74?\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/playstation-g1fa30f7c9_1920-1024x683.jpg\"  data-item_date=\"2022-04-28T06:02:05+09:00\"  data-engine=\"WordPress\"  data-plugin_v=\"2.6.55\"  data-prx=\"https:\/\/smilegate.ai\/wp-admin\/admin-ajax.php?action=likebtn_prx\"  data-event_handler=\"likebtn_eh\" ><\/span><!-- LikeBtn.com END --><\/div>","protected":false},"excerpt":{"rendered":"<p>[\ud589\ub3d9\uc9c0\ub2a5\uc5f0\uad6c\ud300 \uc774\uc815\uc6b0] \ubc14\ub451\uacfc \uac19\uc774 \uacbd\uc6b0\uc758 \uc218\uac00 \ub9e4\uc6b0 \ub9ce\uc740 \ubcf5\uc7a1\ud55c \uac8c\uc784\uc5d0\uc11c \uc54c\ud30c\uace0\ub294 \ucd5c\uace0 \uc218\uc900\uc758 \ud504\ub85c\uae30\uc0ac\ub97c \ub118\uc5b4\uc11c\ub294 \ubaa8\uc2b5\uc744 \ubcf4\uc5ec\uc92c\uc2b5\ub2c8\ub2e4. \uc54c\ud30c\uace0 \uc774\ud6c4\uc5d0 \uc9c4\ud589 \ub41c \ud504\ub85c\uc81d\ud2b8\uc778 \uc54c\ud30c\uc2a4\ud0c0, OpenAI Five\uc5d0\uc11c\ub294 \uc2e4\uc2dc\uac04 \uc804\ub7b5\uac8c\uc784\uc5d0\uc11c \uc790\uc6d0\uc744 \uc218\uc9d1\ud558\uace0, \ud65c\uc6a9\ud558\uace0, \ub9ce\uc740 \uc218\uc758 Unit\uc744 \ucee8\ud2b8\ub864\ud558\uace0, \ud300\uacfc \ud611\uc5c5\ud558\uba70 \uac8c\uc784 \ud50c\ub808\uc774\uac00 \uac00\ub2a5\ud568\uc744 \ubcf4\uc5ec\uc92c\uc2b5\ub2c8\ub2e4. \uadf8\ub807\ub2e4\uba74, \uc774\ub7f0 \uc778\uacf5\uc9c0\ub2a5\ub4e4\uc774 \uacfc\uc5f0 \uc0ac\ub78c \uac19\uc740 \uc778\uacf5\uc9c0\ub2a5\uc774\ub77c\uace0 \uc774\uc57c\uae30 \ud560 \uc218 \uc788\uc744\uae4c\uc694? \uc55e\uc5d0\uc11c \uc5b8\uae09\ub41c \uac8c\uc784 \uc778\uacf5\uc9c0\ub2a5\ub4e4\uc740&hellip;<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_61992\"  data-site_id=\"5f255b28943ec9a60bed08fd\"  data-lang=\"ko\"  data-dislike_enabled=\"false\"  data-icon_dislike_show=\"false\"  data-tooltip_enabled=\"false\"  data-white_label=\"true\"  data-rich_snippet=\"true\"  data-popup_disabled=\"true\"  data-i18n_like=\"Like\"  data-style=\"\"  data-unlike_allowed=\"\"  data-show_copyright=\"\"  data-item_url=\"https:\/\/smilegate.ai\/cn\/2022\/04\/28\/human-like-game-aiif-agent-can-listen-like-human\/\"  data-item_title=\"AI\uac00 \uc0ac\ub78c\ucc98\ub7fc \uac8c\uc784 \ud50c\ub808\uc774 \uc18c\ub9ac\ub97c \ub4e3\ub294\ub2e4\uba74?\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/04\/playstation-g1fa30f7c9_1920-1024x683.jpg\"  data-item_date=\"2022-04-28T06:02:05+09:00\"  data-engine=\"WordPress\"  data-plugin_v=\"2.6.55\"  data-prx=\"https:\/\/smilegate.ai\/wp-admin\/admin-ajax.php?action=likebtn_prx\"  data-event_handler=\"likebtn_eh\" ><\/span><!-- LikeBtn.com END --><\/div>","protected":false},"author":1,"featured_media":62007,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[566,19],"tags":[188,495,567],"class_list":["post-61992","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gameai","category-tech04","tag-featured","tag-495","tag-ai","category-566","category-19","description-off"],"_links":{"self":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/61992","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/comments?post=61992"}],"version-history":[{"count":12,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/61992\/revisions"}],"predecessor-version":[{"id":62063,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/61992\/revisions\/62063"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media\/62007"}],"wp:attachment":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media?parent=61992"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/categories?post=61992"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/tags?post=61992"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}