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data-id=\"ld70c578-rZDbS6eA\">\u5916\u90e8\u4e16\u754c\u7684\u9690\u5f0f\u8868\u5f81\uff1a\u672c\u7814\u7a76\u7c7b\u522b\u6784\u5efa\u4e86\u4e00\u4e2a\u73af\u5883\u53d8\u5316\u6a21\u578b\uff0c\u4ee5\u5b9e\u73b0\u66f4\u660e\u667a\u7684\u51b3\u7b56\uff0c\u6700\u7ec8\u65e8\u5728\u9884\u6d4b\u672a\u6765\u72b6\u6001\u7684\u6f14\u53d8\u3002\u5b83\u901a\u8fc7\u5c06\u5916\u90e8\u73b0\u5b9e\u8f6c\u5316\u4e3a\u5c06\u8fd9\u4e9b\u5143\u7d20\u8868\u793a\u4e3a\u6f5c\u5728\u53d8\u91cf\u7684\u6a21\u578b\u6765\u57f9\u517b\u9690\u5f0f\u7684\u7406\u89e3\u3002\u6b64\u5916\uff0c\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u51fa\u73b0\uff0c\u8fd9\u4e9b\u6a21\u578b\u5bf9\u4e16\u754c\u77e5\u8bc6\u7684\u8be6\u7ec6\u63cf\u8ff0\u80fd\u529b\u5927\u5927\u589e\u5f3a\u4e86\u4ee5\u524d\u96c6\u4e2d\u5728\u4f20\u7edf\u51b3\u7b56\u4efb\u52a1\u4e0a\u7684\u52aa\u529b\u3002\u6211\u4eec\u8fdb\u4e00\u6b65\u5173\u6ce8\u5c06\u4e16\u754c\u77e5\u8bc6\u6574\u5408\u5230\u73b0\u6709\u6a21\u578b\u4e2d\u3002<\/li>\n<li data-id=\"ld70c578-8w9k3T3K\">\u5916\u90e8\u4e16\u754c\u7684\u672a\u6765\u9884\u6d4b\uff1a\u6211\u4eec\u6700\u521d\u63a2\u7d22\u6a21\u62df\u5916\u90e8\u4e16\u754c\u7684\u751f\u6210\u6a21\u578b\uff0c\u4e3b\u8981\u4f7f\u7528\u89c6\u89c9\u89c6\u9891\u6570\u636e\u3002\u8fd9\u4e9b\u4f5c\u54c1\u5f3a\u8c03\u4e86\u6240\u751f\u6210\u89c6\u9891\u7684\u771f\u5b9e\u6027\uff0c\u8fd9\u4e9b\u89c6\u9891\u53cd\u6620\u4e86\u73b0\u5b9e\u4e16\u754c\u7684\u672a\u6765\u72b6\u6001\u3002\u968f\u7740\u6700\u8fd1\u7684\u8fdb\u5c55\u5c06\u91cd\u70b9\u8f6c\u5411\u5f00\u53d1\u4e00\u4e2a\u771f\u6b63\u4e92\u52a8\u7684\u7269\u7406\u4e16\u754c\u3002\u6211\u4eec\u8fdb\u4e00\u6b65\u7814\u7a76\u4e86\u4ece\u89c6\u89c9\u5230\u7a7a\u95f4\u8868\u5f81\u4ee5\u53ca\u4ece\u89c6\u9891\u5230\u5316\u8eab\u7684\u8f6c\u53d8\u3002\u8fd9\u5305\u62ec\u5168\u9762\u8986\u76d6\u4e0e\u53cd\u6620\u5916\u90e8\u4e16\u754c\u7684\u5177\u8eab\u73af\u5883\u751f\u6210\u76f8\u5173\u7684\u7814\u7a76\u3002<\/li>\n<li data-id=\"ld70c578-T4NksZW4\">\u4e16\u754c\u6a21\u578b\u7684\u5e94\u7528\uff1a\u4e16\u754c\u6a21\u578b\u5728\u5404\u4e2a\u9886\u57df\u90fd\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u5305\u62ec\u81ea\u52a8\u9a7e\u9a76\u3001\u673a\u5668\u4eba\u548c\u793e\u4f1a\u6a21\u62df\u3002\u6211\u4eec\u63a2\u8ba8\u4e86\u4e16\u754c\u6a21\u578b\u5728\u8fd9\u4e9b\u9886\u57df\u7684\u6574\u5408\u5982\u4f55\u63a8\u8fdb\u7406\u8bba\u7814\u7a76\u548c\u5b9e\u8df5\u5b9e\u65bd\uff0c\u5f3a\u8c03\u4e86\u5b83\u4eec\u5728\u73b0\u5b9e\u4e16\u754c\u5e94\u7528\u4e2d\u7684\u53d8\u9769\u6f5c\u529b\u3002<\/li>\n<\/ul>\n<h2>\u5916\u90e8\u4e16\u754c\u7684\u9690\u5f0f\u8868\u5f81<\/h2>\n<ul data-id=\"u738a58b-gd3Wee5B\">\n<li data-id=\"ld70c578-CoKAmMYp\">World Model in Decision-Making;<\/li>\n<\/ul>\n<ul data-indent=\"1\" data-id=\"udcdd064-DcNWJXBd\">\n<li data-id=\"ld70c578-JIdj0nvU\">World model in model-based RL<\/li>\n<li data-id=\"ld70c578-cAdVT0vN\">World model with language backbone<\/li>\n<\/ul>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202412\/25\/b43934950b470b15ec4794f2765ee7bca75502.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<ul data-id=\"u738a58b-1d1kb2jY\">\n<li data-id=\"ld70c578-whpIadMG\">World Knowledge Learned by Models<\/li>\n<\/ul>\n<ul data-indent=\"1\" data-id=\"udcdd064-FhUnJcD5\">\n<li data-id=\"ld70c578-EynG8rVP\">Knowledge of the Global Physical World<\/li>\n<li data-id=\"ld70c578-KsW7n7O1\">Knowledge of the Local Physical World<\/li>\n<li data-id=\"ld70c578-4aYAXhby\">Knowledge of the Human Society<\/li>\n<\/ul>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202412\/25\/698993341ace00e538a06950fbe240c8587f0a.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202412\/25\/544bacd81467f19e429934619b7e77d8186e88.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h2>\u7269\u7406\u4e16\u754c\u7684\u672a\u6765\u9884\u6d4b<\/h2>\n<ul data-id=\"u738a58b-XKC10AWB\">\n<li data-id=\"ld70c578-NhyfsFAb\">World Model as Video Generation<\/li>\n<\/ul>\n<ul data-indent=\"1\" data-id=\"udcdd064-CmcaM8Mc\">\n<li data-id=\"ld70c578-5uCHz3hD\">Towards Video World Models<\/li>\n<li data-id=\"ld70c578-VxqD2UTV\">Capabilities of Video World Models<\/li>\n<\/ul>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202412\/25\/65859b143b0ff83018e6389dfbaacc5f38d897.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<ul data-id=\"u738a58b-X9qq53cE\">\n<li data-id=\"ld70c578-K71CWVSn\">World Model as Embodied Environment<\/li>\n<\/ul>\n<ul data-indent=\"1\" data-id=\"udcdd064-IHYNQPZE\">\n<li data-id=\"ld70c578-Mio3MccU\">Indoor Environments<\/li>\n<li data-id=\"ld70c578-4FwnUSK0\">Outdoor Environments<\/li>\n<li data-id=\"ld70c578-gv3UYbXD\">Dynamic Environments<\/li>\n<\/ul>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202412\/25\/03e40ab98777d18d34a664428c1235f17d7bef.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h2>\u5e94\u7528<\/h2>\n<h3>\u81ea\u52a8\u9a7e\u9a76<\/h3>\n<p class=\"js_darkmode__80\">\u8fd1\u5e74\u6765\uff0c\u968f\u7740\u57fa\u4e8e\u89c6\u89c9\u7684\u751f\u6210\u6a21\u578b\u548c\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u4e16\u754c\u6a21\u578b\u4f5c\u4e3a\u7406\u89e3\u4e16\u754c\u72b6\u6001\u548c\u9884\u6d4b\u5176\u672a\u6765\u8d8b\u52bf\u7684\u6a21\u5757\uff0c\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\u5f15\u8d77\u4e86\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8\u3002\u5728\u6b64\u80cc\u666f\u4e0b\uff0c\u4e16\u754c\u6a21\u578b\u88ab\u5b9a\u4e49\u4e3a\u4ee5\u591a\u6a21\u6001\u6570\u636e\uff08\u5982\u8bed\u8a00\u3001\u56fe\u50cf\u548c\u8f68\u8ff9\uff09\u4e3a\u8f93\u5165\uff0c\u5e76\u4ee5\u8f66\u8f86\u611f\u77e5\u6570\u636e\u7684\u5f62\u5f0f\u8fde\u7eed\u8f93\u51fa\u672a\u6765\u4e16\u754c\u72b6\u6001\u7684\u6a21\u578b\u3002\u7136\u800c\uff0c\u5728\u57fa\u4e8e\u4e16\u4ee3\u7684\u4e16\u754c\u6a21\u62df\u5668\u51fa\u73b0\u4e4b\u524d\uff0c\u81ea\u52a8\u9a7e\u9a76\u4e2d\u7684\u4e16\u754c\u6a21\u578b\u6982\u5ff5\u65e9\u5df2\u5b58\u5728\u3002\u73b0\u4ee3\u81ea\u52a8\u9a7e\u9a76\u7ba1\u9053\u53ef\u5206\u4e3a\u56db\u4e2a\u4e3b\u8981\u7ec4\u6210\u90e8\u5206\uff1a\u611f\u77e5\u3001\u9884\u6d4b\u3001\u89c4\u5212\u548c\u63a7\u5236\u3002\u6574\u4e2a\u8fc7\u7a0b\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u51b3\u7b56\u7ba1\u9053\u3002\u5982\u524d\u6587\u6240\u8ff0\uff0c\u611f\u77e5\u548c\u9884\u6d4b\u9636\u6bb5\u4e5f\u4ee3\u8868\u4e86\u4e3a\u8f66\u8f86\u5b66\u4e60\u4e16\u754c\u9690\u5f0f\u8868\u793a\u7684\u8fc7\u7a0b\u3002\u8fd9\u4e5f\u53ef\u4ee5\u88ab\u89c6\u4e3a\u4e00\u79cd\u4e16\u754c\u6a21\u6001\u3002\u56e0\u6b64\uff0c\u5728\u672c\u8282\u4e2d\uff0c\u6211\u4eec\u5c06\u4ece\u4e24\u4e2a\u89d2\u5ea6\u9610\u8ff0\u4e16\u754c\u6a21\u578b\u5728\u81ea\u52a8\u9a7e\u9a76\u4e2d\u7684\u5e94\u7528\u548c\u53d1\u5c55\uff1a\u5b66\u4e60\u4e16\u754c\u9690\u5f0f\u8868\u793a\u7684\u6a21\u5757\u548c\u8f93\u51fa\u8f66\u8f86\u611f\u77e5\u6570\u636e\u7684\u4e16\u754c\u6a21\u62df\u5668\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202412\/25\/37101f43070853c381b946a021093778c92d9e.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<ul data-id=\"u738a58b-CaAFaJ3C\">\n<li data-id=\"ld70c578-oamDGrWy\">Learning Implicit Representations<\/li>\n<li data-id=\"ld70c578-s692szos\">World Simulators<\/li>\n<\/ul>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202412\/25\/e8821a251147554f21a0747d09ca9bc7d83ed2.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h3>\u673a\u5668\u4eba<\/h3>\n<p class=\"js_darkmode__88\">\u4e16\u754c\u6a21\u578b\u5df2\u7ecf\u6210\u4e3a\u673a\u5668\u4eba\u6280\u672f\u7684\u4e00\u79cd\u53d8\u9769\u6027\u8303\u5f0f\uff0c\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u5728\u590d\u6742\u7684\u73af\u5883\u4e2d\u6709\u6548\u5730\u611f\u77e5\u3001\u9884\u6d4b\u548c\u6267\u884c\u4efb\u52a1\u3002\u8fd9\u573a\u673a\u5668\u4eba\u9769\u547d\u4e4b\u6240\u4ee5\u6210\u4e3a\u53ef\u80fd\uff0c\u90e8\u5206\u539f\u56e0\u662f\u795e\u7ecf\u7f51\u7edc\u548c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u8fdb\u6b65\uff0c\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u6784\u5efa\u6355\u6349\u4e16\u754c\u5173\u952e\u7ec4\u6210\u90e8\u5206\u7684\u9690\u5f0f\u8868\u793a\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u9884\u6d4b\u6a21\u578b\u80fd\u591f\u76f4\u63a5\u9884\u6d4b\u62bd\u8c61\u8868\u793a\u4e4b\u5916\u7684\u4e16\u754c\u672a\u6765\u72b6\u6001\uff0c\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u5e94\u5bf9\u53ef\u80fd\u7684\u73af\u5883\u53d8\u5316\u5e76\u4e3b\u52a8\u505a\u51fa\u53cd\u5e94\u3002\u6709\u4e86\u4e0a\u8ff0\u5f3a\u5927\u7684\u6280\u672f\uff0c\u673a\u5668\u4eba\u76f4\u63a5\u4e0e\u73b0\u5b9e\u4e16\u754c\u73af\u5883\u4e92\u52a8\u5e76\u4ece\u4e2d\u5b66\u4e60\u53d8\u5f97\u8d8a\u6765\u8d8a\u5b9e\u7528\u3002\u5982\u56fe6\u6240\u793a\uff0cLLM\u548c\u4e16\u754c\u6a21\u578b\u88ab\u8ba4\u4e3a\u662f\u901a\u5f80\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u7684\u53ef\u80fd\u9014\u5f84\u4e4b\u4e00\uff0c\u56e0\u4e3a\u5b83\u4eec\u53ef\u4ee5\u6210\u4e3a\u673a\u5668\u7406\u89e3\u4e16\u754c\u57fa\u672c\u89c4\u5f8b\u7684\u8d77\u70b9\u3002\u6211\u4eec\u5728\u88686\u4e2d\u603b\u7ed3\u4e86\u673a\u5668\u4eba\u4e16\u754c\u6a21\u578b\u7684\u53d1\u5c55\u3002<\/p>\n<ul data-id=\"u738a58b-BIlK0S8t\">\n<li data-id=\"ld70c578-7HiczhRp\">Learning Implicit Representation<\/li>\n<li data-id=\"ld70c578-UKN2WwU2\">Predicting Future states of Environment<\/li>\n<\/ul>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202412\/25\/27cfe4c7254bdbaa98d714db1c2d022e01225f.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202412\/25\/b27c862190c21754c27338b0d0ea7e97bc0918.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h3>\u793e\u4f1a\u6a21\u62df<\/h3>\n<p class=\"js_darkmode__96\">\u201c\u793e\u4f1a\u62df\u50cf\u201d\u7684\u6982\u5ff5\u6700\u521d\u662f\u5728\u4e2d\u4f5c\u4e3a\u539f\u578b\u6280\u672f\u5f15\u5165\u7684\uff0c\u65e8\u5728\u5e2e\u52a9\u8bbe\u8ba1\u5e08\u521b\u5efa\u4e00\u4e2a\u5305\u542b\u8bb8\u591a\u4e0d\u540c\u4ee3\u7406\u7684\u865a\u62df\u793e\u4f1a\u8ba1\u7b97\u7cfb\u7edf\u3002\u57fa\u4e8e\u4e13\u5bb6\u5b9a\u4e49\u89c4\u5219\u6216\u5f3a\u5316\u5b66\u4e60\u6784\u5efa\u4ee3\u7406\u7684\u4f20\u7edf\u65b9\u6cd5\u9762\u4e34\u7740\u884c\u4e3a\u8fc7\u4e8e\u7b80\u5355\u6216\u7f3a\u4e4f\u53ef\u89e3\u91ca\u6027\u7b49\u95ee\u9898\u3002\u7136\u800c\uff0cLLM\u7684\u51fa\u73b0\u4e3a\u6784\u5efa\u66f4\u73b0\u5b9e\u7684\u793e\u4f1a\u62df\u50cf\u63d0\u4f9b\u4e86\u4e00\u79cd\u53d8\u9769\u6027\u7684\u5de5\u5177\uff0c\u5b9e\u73b0\u4e86\u66f4\u4ee4\u4eba\u4fe1\u670d\u7684\u7a0b\u5f0f\u5316\u4e8b\u5b9e\u6216\u51c6\u786e\u7684\u9884\u6d4b\u3002\u793e\u4f1a\u62df\u50cf\u53ef\u4ee5\u88ab\u89c6\u4e3a\u4e00\u79cd\u53cd\u6620\u73b0\u5b9e\u793e\u4f1a\u8ba1\u7b97\u7cfb\u7edf\u7684\u4e16\u754c\u6a21\u578b\u3002\u4ece\u53e6\u4e00\u4e2a\u89d2\u5ea6\u6765\u770b\uff0c\u793e\u4f1a\u62df\u50cf\u4e2d\u7684\u4e3b\u4f53\u4e5f\u53d1\u5c55\u4e86\u5bf9\u5916\u90e8\u7cfb\u7edf\u7684\u9690\u5f0f\u8868\u5f81\uff1b\u4e5f\u5c31\u662f\u8bf4\uff0c\u4ed6\u4eec\u5efa\u7acb\u4e86\u4e00\u4e2a\u9690\u5f0f\u7684\u4e16\u754c\u6a21\u578b\uff0c\u652f\u6301\u4ed6\u4eec\u793e\u4f1a\u884c\u4e3a\u7684\u4ea7\u751f\u3002\u4e16\u754c\u6a21\u578b\u4e0e\u793e\u4f1a\u62df\u50cf\u7684\u5173\u7cfb\u5982\u56fe7\u6240\u793a\uff0c\u4ee3\u8868\u4f5c\u54c1\u6c47\u603b\u5982\u88687\u6240\u793a\u3002<\/p>\n<ul data-id=\"u738a58b-uPtDB6F5\">\n<li data-id=\"ld70c578-2jbnJjiT\">Building Social Simulacra Mirroring Real-world Society<\/li>\n<li data-id=\"ld70c578-Lkcxn3t6\">Agent\u2019s Understanding of External World in Social Simulacra<\/li>\n<\/ul>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202412\/25\/034016b996c9ac41a6d2084a8b0f3bff39b3e6.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202412\/25\/d56db3821d4fd347875779e71242a0ee6eabe3.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h2>\u5f00\u653e\u95ee\u9898\u548c\u672a\u6765\u65b9\u5411<\/h2>\n<h3>\u7269\u7406\u89c4\u5219\u4e0e\u53cd\u4e8b\u5b9e\u4eff\u771f<\/h3>\n<p 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