{"id":39593,"date":"2025-03-22T22:03:14","date_gmt":"2025-03-22T14:03:14","guid":{"rendered":"https:\/\/17aitech.com\/?p=39593"},"modified":"2025-03-22T22:03:14","modified_gmt":"2025-03-22T14:03:14","slug":"iclr-2025-spotlight%ef%bd%9c%e8%ae%a9%e6%9c%ba%e5%99%a8%e4%ba%ba%e5%ae%9e%e7%8e%b0%e3%80%8c%e8%87%aa%e4%b8%bb%e8%bf%9b%e5%8c%96%e3%80%8d%ef%bc%8c%e8%9a%82%e8%9a%81%e6%95%b0%e7%a7%91%e3%80%81%e6%b8%85","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39593","title":{"rendered":"ICLR 2025 Spotlight\uff5c\u8ba9\u673a\u5668\u4eba\u5b9e\u73b0\u300c\u81ea\u4e3b\u8fdb\u5316\u300d\uff0c\u8682\u8681\u6570\u79d1\u3001\u6e05\u534e\u63d0\u51fa\u5177\u8eab\u534f\u540c\u6846\u67b6 BodyGen"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-22-2\" target=\"_blank\">ICLR 2025 Spotlight\uff5c\u8ba9\u673a\u5668\u4eba\u5b9e\u73b0\u300c\u81ea\u4e3b\u8fdb\u5316\u300d\uff0c\u8682\u8681\u6570\u79d1\u3001\u6e05\u534e\u63d0\u51fa\u5177\u8eab\u534f\u540c\u6846\u67b6 BodyGen<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d7a33d37f9b249b691828ce89c6aa283.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d7a33d37f9b249b691828ce89c6aa283.png\"><\/a><\/section>\n<section><strong>\u7b2c\u4e00\u4f5c\u8005\u5362\u660a\u98de\u3001\u7b2c\u4e8c\u4f5c\u8005\u5434\u54f2\uff0c\u5206\u522b\u4e3a\u6e05\u534e\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\u5728\u8bfb\u7855\u58eb\u4e0e\u535a\u58eb\u7814\u7a76\u751f\u3002\u901a\u8baf\u4f5c\u8005\u5174\u519b\u4eae\u6559\u6388\u957f\u671f\u81f4\u529b\u4e8e\u611f\u77e5\u4e0e\u535a\u5f08\u51b3\u7b56\u7684\u7406\u8bba\u4e0e\u5e94\u7528\u7814\u7a76\uff0c\u5728\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u3001\u5f3a\u5316\u5b66\u4e60\u53ca\u667a\u80fd\u51b3\u7b56\u7b49\u9886\u57df\u53d6\u5f97\u4e86\u4e00\u7cfb\u5217\u91cd\u8981\u6210\u679c\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u6700\u8fd1\uff0c\u5168\u7403 AI \u548c\u673a\u5668\u5b66\u4e60\u9876\u4f1a ICLR 2025 \u516c\u5e03\u4e86\u8bba\u6587\u5f55\u53d6\u7ed3\u679c\uff1a\u7531\u8682\u8681\u6570\u79d1\u4e0e\u6e05\u534e\u5927\u5b66\u8054\u5408\u56e2\u961f\u63d0\u51fa\u7684\u5168\u65b0\u5177\u8eab\u534f\u540c\u6846\u67b6 BodyGen \u6210\u529f\u5165\u9009 Spotlight\uff08\u805a\u5149\u706f\/\u7279\u522b\u5173\u6ce8\uff09\u8bba\u6587\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e58a5322b8ea8543a7ed1ab44d48b465.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e58a5322b8ea8543a7ed1ab44d48b465.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u9898\u76ee\uff1aBodyGen: Advancing Towards Efficient Embodiment Co-Design<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2503.00533<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u4ee3\u7801\uff1ahttps:\/\/github.com\/GenesisOrigin\/BodyGen<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u672c\u6587\u7814\u7a76\u63a2\u7d22\u4e86\u4e00\u4e2a\u6709\u8da3\u4f46\u5f15\u4eba\u6df1\u601d\u7684\u95ee\u9898\uff1a\u673a\u5668\u4eba\u80fd\u5426\u50cf\u751f\u7269\u4e00\u6837\u81ea\u4e3b\u8fdb\u5316\uff1f\u56e2\u961f\u901a\u8fc7\u5b9e\u9a8c\u7ed9\u51fa\u4e86\u80af\u5b9a\u7b54\u6848\uff1a\u7ed3\u5408\u5f3a\u5316\u5b66\u4e60\u4e0e\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6280\u672f\uff0cBodyGen \u80fd\u5728\u6781\u77ed\u65f6\u95f4\u5185\u81ea\u52a8\u6f14\u5316\u51fa\u9002\u5e94\u5f53\u524d\u73af\u5883\u7684\u6700\u4f18\u673a\u5668\u4eba\u5f62\u6001\u53ca\u63a7\u5236\u7b56\u7565\uff0c\u4e3a\u5177\u8eab\u667a\u80fd\u7684\u52a0\u901f\u8fdb\u5316\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u601d\u8def\u3002<\/section>\n<section><\/section>\n<section>\u76f8\u5173\u4ee3\u7801\u5df2\u5f00\u6e90\u81f3 GitHub \u4ed3\u5e93\uff0c\u6b22\u8fce\u5c1d\u8bd5\u3002<\/section>\n<section><\/section>\n<section>\u636e\u4e86\u89e3\uff0c\u672c\u5c4a\u5927\u4f1a\u5171\u6536\u5230 11672 \u7bc7\u8bba\u6587\uff0c\u88ab\u9009\u4e2d\u505a Spotlight\uff08\u805a\u5149\u706f\/\u7279\u522b\u5173\u6ce8\uff09\u6216\u8005 Oral Presentation\uff08\u53e3\u5934\u62a5\u544a\uff09\u7684\u6bd4\u4f8b\u7ea6\u4e3a 5.1%\u3002<\/section>\n<section><\/section>\n<section>\u4ee5\u4e0b\u662f\u8bba\u6587\u4f5c\u8005\u56e2\u961f\u5bf9\u8be5\u8bba\u6587\u7684\u89e3\u8bfb\uff1a<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u4e3a\u4ec0\u4e48\u673a\u5668\u4eba\u9700\u8981\u300c\u81ea\u4e3b\u8fdb\u5316\u300d\uff1f<\/strong><\/section>\n<section><\/section>\n<section>\u81ea\u7136\u754c\u751f\u7269\u901a\u8fc7\u6570\u767e\u4e07\u5e74\u7684\u8fdb\u5316\uff0c\u83b7\u5f97\u4e86\u9002\u5e94\u73af\u5883\u7684\u5b8c\u7f8e\u8eab\u4f53\u7ed3\u6784\u4e0e\u73af\u5883\u4ea4\u4e92\u80fd\u529b\u3002\u7136\u800c\uff0c\u673a\u5668\u4eba\u7684\u8bbe\u8ba1\u4e0d\u4f46\u9700\u8981\u6781\u5176\u5e9e\u5927\u7684\u4eba\u7c7b\u4e13\u5bb6\u77e5\u8bc6\uff0c\u4e14\u9488\u5bf9\u7279\u5b9a\u73af\u5883\u9700\u8981\u8fdb\u884c\u5927\u91cf\u7684\u5b9e\u9a8c\u3001\u8bbe\u8ba1\u548c\u8fed\u4ee3\u3002<\/section>\n<section><\/section>\n<section>\u53d7\u81ea\u7136\u754c\u751f\u7269\u5b66\u542f\u53d1\uff0c\u79d1\u5b66\u5bb6\u63d0\u51fa\u5f62\u6001\u63a7\u5236\u534f\u540c\u8bbe\u8ba1\uff08Co-Design\uff09\u6280\u672f\uff1a\u8ba9\u673a\u5668\u4eba\u6a21\u4eff\u751f\u7269\u8fdb\u5316\u8fc7\u7a0b\uff0c\u5728\u4f18\u5316\u63a7\u5236\u7b56\u7565\uff08\u5927\u8111\uff09\u7684\u540c\u65f6\u6f14\u5316\u81ea\u8eab\u5f62\u6001\uff08\u5f62\u4f53\u7ed3\u6784\u3001\u5173\u8282\u53c2\u6570\uff09\u4ece\u800c\u9002\u5e94\u590d\u6742\u73af\u5883\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u8fd9\u4e00\u9886\u57df\u957f\u671f\u9762\u4e34\u4e24\u5927\u96be\u9898\uff1a\u4e00\u662f\u5f62\u4f53\u641c\u7d22\u7a7a\u95f4\u5de8\u5927\uff0c\u5728\u6709\u9650\u65f6\u95f4\u5185\u96be\u4ee5\u7a77\u4e3e\u6240\u6709\u53ef\u80fd\u7684\u673a\u5668\u4eba\u5f62\u6001\uff1b\u4e8c\u662f\u673a\u5668\u4eba\u5f62\u6001\u4e0e\u63a7\u5236\u7b56\u7565\u6df1\u5ea6\u8026\u5408\uff0c\u8bc4\u4f30\u6bcf\u4e00\u4e2a\u5019\u9009\u5f62\u6001\u8bbe\u8ba1\u9700\u8981\u5927\u91cf\u8ba1\u7b97\u8d44\u6e90\u3002<\/section>\n<section><\/section>\n<section><strong>BodyGen \u7684\u6838\u5fc3\u601d\u8def<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8a59ce01d1764d586b1d6d81b654aad5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8a59ce01d1764d586b1d6d81b654aad5.png\"><\/a><\/section>\n<section>\u6765\u81ea\u6e05\u534e\u5927\u5b66\u4e0e\u8682\u8681\u6570\u79d1\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa BodyGen \u6846\u67b6\uff0c\u5229\u7528\u5f3a\u5316\u5b66\u4e60\u5b9e\u73b0\u4e86\u7aef\u5230\u7aef\u7684\u9ad8\u6548\u5f62\u6001-\u63a7\u5236\u534f\u540c\u8bbe\u8ba1\u3002<\/section>\n<section><\/section>\n<section>\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\uff0c\u5c06\u5f62\u4f53\u8bbe\u8ba1\u8fc7\u7a0b\u5212\u5206\u4e3a\u4e24\u4e2a\u8fde\u7eed\u9636\u6bb5\uff1a\u5f62\u6001\u8bbe\u8ba1\u9636\u6bb5\u3001\u73af\u5883\u4ea4\u4e92\u9636\u6bb5\u3002<\/section>\n<section><\/section>\n<section>\u5728\u6f14\u5316\u9636\u6bb5\uff1a\u7814\u7a76\u5f15\u5165 Transformer\uff08GPT-Style\uff09\u81ea\u56de\u5f52\u5730\u6784\u5efa\u673a\u5668\u4eba\u7684\u5f62\u4f53\u7ed3\u6784\u5e76\u4f18\u5316\u53c2\u6570\uff1b\u5728\u73af\u5883\u4ea4\u4e92\u9636\u6bb5\uff0c\u540c\u6837\u4f7f\u7528 Transformer\uff08Bert-Style\uff09\u5bf9\u673a\u5668\u4eba\u7684\u6bcf\u4e00\u4e2a\u5173\u8282\u4fe1\u606f\u8fdb\u884c\u96c6\u4e2d\u5904\u7406\u5e76\u53d1\u9001\u5230\u5bf9\u5e94\u5173\u8282\u9a6c\u8fbe\uff0c\u4e0e\u73af\u5883\u4ea4\u4e92\u5e76\u83b7\u5f97\u53cd\u9988\u3002\u5728\u51e0\u8f6e\u7684\u8fed\u4ee3\u540e\uff0cBodyGen \u53ef\u4ee5\u5feb\u901f\u751f\u6210\u5f53\u524d\u73af\u5883\u7684\u6700\u4f73\u673a\u5668\u4eba\u5f62\u6001\u548c\u76f8\u5e94\u7684\u63a7\u5236\u7b56\u7565\u3002<\/section>\n<section><\/section>\n<section><strong>BodyGen \u7684\u4e09\u5927\u6280\u672f\u70b9\u89e3\u8bfb<\/strong><\/section>\n<section><\/section>\n<section>BodyGen \u662f\u4e00\u4e2a\u751f\u7269\u542f\u53d1\u5f0f\u7684\u8bad\u7ec3\u6846\u67b6\uff0c\u5b83\u4f7f\u7528\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u8fdb\u884c\u7aef\u5230\u7aef\u7684\u5f62\u6001-\u63a7\u5236\u534f\u540c\u8bbe\u8ba1\u3002BodyGen \u5305\u542b\u4e09\u9879\u6838\u5fc3\u6280\u672f\u70b9\uff1a<\/section>\n<section><\/section>\n<section>\uff081\uff09\u8f7b\u91cf\u7ea7\u7684\u5f62\u4f53\u7ed3\u6784\u4f4d\u7f6e\u7f16\u7801\u5668 TopoPE<\/section>\n<section><\/section>\n<section>TopoPE \u5c31\u50cf\u673a\u5668\u4eba\u7684\u300c\u8eab\u4f53\u611f\u77e5\u300d\u7cfb\u7edf\uff0c\u901a\u8fc7\u7ed9\u673a\u5668\u4eba\u6bcf\u4e2a\u90e8\u4f4d\u8d34\u4e0a\u300c\u667a\u80fd\u6807\u7b7e\u300d\u3002\u65e0\u8bba\u673a\u5668\u4eba\u7684\u5f62\u72b6\u5982\u4f55\u53d8\u5316\uff0c\u8fd9\u4e9b\u6807\u7b7e\u90fd\u80fd\u5e2e\u52a9 AI \u7406\u89e3\u300c\u8fd9\u662f\u817f\u300d\u3001\u300c\u8fd9\u662f\u624b\u81c2\u300d\u7b49\u3002\u8fd9\u6837\uff0c\u5373\u4f7f\u673a\u5668\u4eba\u7684\u5f62\u6001\u53d1\u751f\u53d8\u5316\uff0cAI \u4e5f\u80fd\u5feb\u901f\u9002\u5e94\u5e76\u63a7\u5236\u65b0\u7684\u8eab\u4f53\u7ed3\u6784\u3002<\/section>\n<section><\/section>\n<section>\uff082\uff09\u57fa\u4e8e Transformer \u7684\u96c6\u4e2d\u5f0f\u7684\u795e\u7ecf\u4e2d\u67a2\u5904\u7406\u7f51\u7edc MoSAT<\/section>\n<section><\/section>\n<section>MoSAT \u5c31\u50cf\u673a\u5668\u4eba\u7684\u300c\u5927\u8111\u4e2d\u67a2\u300d\uff0c\u5b83\u7684\u5de5\u4f5c\u65b9\u5f0f\u5f88\u50cf\u4eba\u8111\uff1a<\/section>\n<ul>\n<li>\n<section>\u4fe1\u606f\u6536\u96c6\uff1a\u9996\u5148\u6536\u96c6\u673a\u5668\u4eba\u5404\u4e2a\u90e8\u4f4d\u7684\u4fe1\u606f\uff08\u4f4d\u7f6e\u3001\u901f\u5ea6\u7b49\uff09<\/section>\n<\/li>\n<li>\n<section>\u4e2d\u592e\u5904\u7406\uff1a\u6240\u6709\u4fe1\u606f\u5728\u300c\u5927\u8111\u300d\uff08Transformer \u7f51\u7edc\uff09\u4e2d\u8fdb\u884c\u4ea4\u6d41\u548c\u5904\u7406<\/section>\n<\/li>\n<li>\n<section>\u6307\u4ee4\u53d1\u9001\uff1a\u5904\u7406\u540e\u7684\u4fe1\u606f\u8f6c\u5316\u4e3a\u5177\u4f53\u52a8\u4f5c\u6307\u4ee4\uff0c\u544a\u8bc9\u673a\u5668\u4eba\u5982\u4f55\u79fb\u52a8<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\uff083\uff09\u65f6\u5e8f\u4fe1\u7528\u5206\u914d\u673a\u5236\u4e0b\u7684\u534f\u540c\u8bbe\u8ba1<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>BodyGen \u8ba9 AI \u540c\u65f6\u8d1f\u8d23\u4e24\u4ef6\u4e8b\uff1a\u8bbe\u8ba1\u673a\u5668\u4eba\u7684\u8eab\u4f53\u548c\u63a7\u5236\u673a\u5668\u4eba\u7684\u52a8\u4f5c\u3002<\/section>\n<\/li>\n<li>\n<section>\u8bbe\u8ba1\u52a8\u4f5c\uff1aAI \u53ef\u4ee5\u7ed9\u673a\u5668\u4eba\u300c\u957f\u51fa\u300d\u65b0\u7684\u80a2\u4f53\uff0c\u300c\u526a\u6389\u300d\u4e0d\u9700\u8981\u7684\u90e8\u5206\uff0c\u6216\u4fdd\u6301\u73b0\u6709\u7ed3\u6784<\/section>\n<\/li>\n<li>\n<section>\u63a7\u5236\u52a8\u4f5c\uff1aAI \u5b66\u4e60\u5982\u4f55\u63a7\u5236\u673a\u5668\u4eba\u7684\u6bcf\u4e2a\u5173\u8282\u6765\u5b8c\u6210\u4efb\u52a1\uff08\u5982\u884c\u8d70\u3001\u8df3\u8dc3\uff09<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8bbe\u8ba1\u4e00\u4e2a\u597d\u7684\u673a\u5668\u4eba\u5f62\u6001\u53ef\u80fd\u8981\u7b49\u5f88\u4e45\u624d\u77e5\u9053\u6548\u679c\u597d\u4e0d\u597d\uff08\u6bd4\u5982\u8bbe\u8ba1\u4e86\u957f\u817f\uff0c\u8981\u7b49\u673a\u5668\u4eba\u5b66\u4f1a\u8d70\u8def\u624d\u77e5\u9053\u8fd9\u8bbe\u8ba1\u662f\u5426\u5408\u7406\uff09\u3002BodyGen \u901a\u8fc7\u7279\u6b8a\u7684\u300c\u5956\u52b1\u5206\u914d\u673a\u5236\u300d\uff0c\u8ba9 AI \u80fd\u591f\u5408\u7406\u8bc4\u4f30\u81ea\u5df1\u7684\u8bbe\u8ba1\u51b3\u7b56\uff0c\u4e0d\u4f1a\u56e0\u4e3a\u77ed\u671f\u6548\u679c\u4e0d\u660e\u663e\u5c31\u653e\u5f03\u53ef\u80fd\u5f88\u597d\u7684\u8bbe\u8ba1\u3002<\/section>\n<section><\/section>\n<section><strong>\u7b2c\u4e00\uff1aTopoPE \u5f62\u4f53\u7ed3\u6784\u4f4d\u7f6e\u7f16\u7801\u5668<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3121747922d8fefaa9f8eecfdadf6f73.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3121747922d8fefaa9f8eecfdadf6f73.png\"><\/a><\/section>\n<section>\u5728\u4eba\u8111\u4e2d\uff0c\u6765\u81ea\u8eab\u4f53\u4e0d\u540c\u533a\u57df\u7684\u4fe1\u53f7\u4f1a\u88ab\u4f20\u8f93\u5230\u7279\u5b9a\u7684\u795e\u7ecf\u533a\u57df\u8fdb\u884c\u5904\u7406\uff0c\u8fd9\u9690\u542b\u4e86\u6d88\u606f\u6765\u6e90\u7684\u4f4d\u7f6e\u4fe1\u606f\u3002\u5bf9\u4e8e\u673a\u5668\u4eba\uff0c\u6211\u4eec\u540c\u6837\u9700\u8981\u9ad8\u6548\u7684\u5f62\u4f53\u4fe1\u606f\u8868\u5f81\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-bea4a50215aa5cfd19462cede107fe2d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-bea4a50215aa5cfd19462cede107fe2d.png\"><\/a><\/section>\n<section>\u5728 BodyGen \u4e2d\uff0c\u62d3\u6251\u611f\u77e5\u4f4d\u7f6e\u7f16\u7801\uff08TopoPE\uff09\u901a\u8fc7\u54c8\u5e0c\u6620\u5c04\uff0c\u5c06\u673a\u5668\u4eba\u80a2\u4f53\u5230\u6839\u80a2\u4f53\u7684\u8def\u5f84\u6620\u5c04\u4e3a\u552f\u4e00\u7684\u5d4c\u5165\uff08Embedding\uff09\uff0c\u6709\u6548\u89e3\u51b3\u4e86\u5f62\u4f53\u6f14\u5316\u8fc7\u7a0b\u4e2d\u7684\u7d22\u5f15\u504f\u79fb\u95ee\u9898\uff0c\u4ece\u800c\u4fc3\u8fdb\u4e86\u534f\u540c\u8bbe\u8ba1\u8fc7\u7a0b\u4e2d\u76f8\u4f3c\u5f62\u6001\u673a\u5668\u4eba\u7684\u77e5\u8bc6\u5bf9\u9f50\u548c\u5171\u4eab\u3002<\/section>\n<section><\/section>\n<section><strong>\u7b2c\u4e8c\uff1aMoSAT \u96c6\u4e2d\u5f0f\u7684\u795e\u7ecf\u4e2d\u67a2\u7f51\u7edc<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-36e9e5755d8ae36513aade01a86a65b9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-36e9e5755d8ae36513aade01a86a65b9.png\"><\/a><\/section>\n<section>\u4e3a\u4e86\u901a\u7528\u8868\u5f81\u5f62\u4f53\u7a7a\u95f4\u4e2d\u7684\u5404\u79cd\u5404\u6837\u7684\u673a\u5668\u4eba\uff0c\u4f5c\u8005\u4f7f\u7528\u6807\u51c6\u5e8f\u5217\u6a21\u578b Transformer \u5904\u7406\u62d3\u6251\u7ed3\u6784\u53ef\u53d8\u7684\u673a\u5668\u4eba\u5f62\u4f53\u3002\u673a\u5668\u4eba\u7684\u6bcf\u4e00\u4e2a\u5173\u8282\u4fe1\u606f\u90fd\u4f1a\u7ecf\u8fc7\u300c\u7f16\u7801\u300d-\u300c\u96c6\u4e2d\u5904\u7406\u300d-\u300c\u89e3\u7801\u300d\u4e09\u4e2a\u9636\u6bb5\uff0c\u6700\u7ec8\u751f\u6210\u52a8\u4f5c\u4fe1\u53f7\uff1a<\/section>\n<section><\/section>\n<section><strong>\u4fe1\u606f\u7f16\u7801\uff1a<\/strong>\u6765\u81ea\u4e0d\u540c\u80a2\u4f53\u7684\u4fe1\u606f\u9996\u5148\u4f1a\u643a\u5e26\u5176\u62d3\u6251\u4f4d\u7f6e\u4fe1\u606f\u9996\u5148\u901a\u8fc7\u7f16\u7801\u5c42\u8fdb\u884c\u4fe1\u53f7\u7f16\u7801<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-eef3741b9c2dbec773461a6af6e38722.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-eef3741b9c2dbec773461a6af6e38722.png\"><\/a><\/section>\n<section><strong>\u96c6\u4e2d\u5904\u7406\uff1a<\/strong>\u8fd9\u4e9b\u7f16\u7801\u540e\u7684\u4fe1\u606f\u501f\u52a9 Transformer \u7f51\u7edc\u8fdb\u884c\u70b9\u5bf9\u70b9\u7684\u4fe1\u606f\u901a\u8baf\uff0c\u5b9e\u73b0\u96c6\u4e2d\u5f0f\u7684\u4fe1\u606f\u4ea4\u4e92\u548c\u5904\u7406<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f6a6d51d1894e4ead47efccc6d63e055.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f6a6d51d1894e4ead47efccc6d63e055.png\"><\/a><\/section>\n<section><strong>\u4fe1\u606f\u89e3\u7801\uff1a<\/strong>\u6700\u7ec8\uff0c\u8fd9\u4e9b\u4fe1\u606f\u7ecf\u8fc7\u89e3\u7801\u7f51\u7edc\u89e3\u7801\uff0c\u4ece\u800c\u83b7\u5f97\u673a\u5668\u4eba\u7684\u52a8\u4f5c\u4fe1\u53f7<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0f5718a2cc1c78dc17b43be994e308dc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0f5718a2cc1c78dc17b43be994e308dc.png\"><\/a><\/section>\n<section><strong>\u7b2c\u4e09\uff1a\u65f6\u5e8f\u4fe1\u7528\u5206\u914d\u673a\u5236\u4e0b\u7684\u534f\u540c\u8bbe\u8ba1<\/strong><\/section>\n<section><\/section>\n<section>\u5728 BodyGen \u7684\u5b9a\u4e49\u4e2d\uff0c\u667a\u80fd\u4f53\u5177\u6709\u4e24\u7c7b\u57fa\u672c\u52a8\u4f5c\uff1a\u5f62\u6001\u8bbe\u8ba1\u52a8\u4f5c\u548c\u5f62\u4f53\u63a7\u5236\u52a8\u4f5c\u3002\u5f62\u6001\u8bbe\u8ba1\u52a8\u4f5c\u5305\u542b\u4e09\u7c7b\u57fa\u672c\u5143\u52a8\u4f5c\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u80a2\u4f53\u751f\u957f\uff1a\u673a\u5668\u4eba\u7684\u5f62\u4f53\u5411\u4e0b\u751f\u957f\u51fa\u4e00\u4e2a\u989d\u5916\u7684\u80a2\u4f53<\/section>\n<\/li>\n<li>\n<section>\u80a2\u4f53\u9000\u5316\uff1a\u673a\u5668\u4eba\u7684\u5f62\u4f53\u5220\u9664\u4e00\u4e2a\u6307\u5b9a\u7684\u80a2\u4f53<\/section>\n<\/li>\n<li>\n<section>\u80a2\u4f53\u7ef4\u6301\uff1a\u673a\u5668\u4eba\u7684\u5f62\u4f53\u7ef4\u6301\u67d0\u4e00\u4e2a\u80a2\u4f53\u4e0d\u53d8<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u540c\u65f6\u5f62\u4f53\u63a7\u5236\u52a8\u4f5c\u5305\u542b\u673a\u5668\u4eba\u4e0e\u73af\u5883\u4ea4\u4e92\u6bcf\u4e00\u4e2a\u5173\u8282\u9a6c\u8fbe\u7684\u8f93\u51fa\u529b\u77e9\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8eae49862e72b0095d6802a8b0130f62.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8eae49862e72b0095d6802a8b0130f62.png\"><\/a><\/section>\n<section>\u672c\u7814\u7a76\u4f7f\u7528\u8fd1\u7aef\u7b56\u7565\u4f18\u5316\u7b97\u6cd5\uff08PPO\uff09\u8fdb\u884c\u7aef\u5230\u7aef\u7684\u534f\u540c\u8bbe\u8ba1\u8bad\u7ec3\u4f18\u5316\u3002\u76f8\u8f83\u4e8e\u5f62\u4f53\u63a7\u5236\u52a8\u4f5c\uff0c\u5f62\u6001\u8bbe\u8ba1\u52a8\u4f5c\u65e0\u6cd5\u83b7\u5f97\u53ca\u65f6\u7684\u73af\u5883\u53cd\u9988\u3002\u4f5c\u8005\u63d0\u51fa\u6539\u8fdb\u7684\u5e7f\u4e49\u4f18\u52bf\u4f30\u8ba1\uff08GAE\uff09\uff0c\u5c42\u6b21\u5316\u5730\u5bf9\u73af\u5883\u5956\u52b1\u8fdb\u884c\u52a8\u6001\u5206\u914d\uff0c\u4ece\u800c\u4f7f\u667a\u80fd\u4f53\u5728\u5f62\u6001\u8bbe\u8ba1\u548c\u63a7\u5236\u9636\u6bb5\u83b7\u5f97\u5e73\u8861\u7684\u4f18\u52bf\u4f30\u8ba1\uff0c\u4ece\u800c\u63d0\u5347\u8bad\u7ec3\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section><strong>BodyGen \u6d4b\u8bc4\u6548\u679c\uff1a\u53c2\u6570\u4f4e\u81f3 1.43M\uff0c\u5b9e\u73b0 60% \u6027\u80fd\u63d0\u5347<\/strong><\/section>\n<section><\/section>\n<section>\u7814\u7a76\u8005\u9009\u53d6\u4e86 3 \u79cd\u57fa\u7840\u7684\u673a\u5668\u4eba\u62d3\u6251\u7ed3\u6784\uff08\u7ebf\u6027\u3001\u53cc\u817f\u3001\u56db\u817f\uff09\uff0c\u5728\u4e0d\u540c\u7684\u4eff\u771f\u73af\u5883\u4e2d\uff0c\u73af\u5883\u5956\u52b1\u4fe1\u53f7\u4ec5\u4e3a\u8fd0\u52a8\u654f\u6377\u6027\uff08\u6307\u5b9a\u65b9\u5411\u7684\u8fd0\u52a8\u901f\u5ea6\uff09\u3002\u7ed9\u5b9a\u521d\u59cb\u7ed3\u6784\u8bbe\u8ba1\uff0c\u501f\u52a9 BodyGen \u8fdb\u884c\u5f62\u6001-\u63a7\u5236\u534f\u540c\u4f18\u5316\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/6exmJvisas2ZYgWB9YadJg\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1066c6903210bcf4ff6fb4ce3c95c4c2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1066c6903210bcf4ff6fb4ce3c95c4c2.png\"><\/a><\/a><\/section>\n<section>\u4f5c\u8005\u5728 10 \u4e2a\u4e0d\u540c\u7c7b\u578b\u7684\u73af\u5883\u8fdb\u884c\u4e86\u7efc\u5408\u6d4b\u8bc4\uff0c\u5b9e\u9a8c\u8868\u660e\uff0cBodyGen \u76f8\u5bf9\u4e8e\u6700\u5148\u8fdb\u7684\u57fa\u7ebf\u5b9e\u73b0\u4e86 60.03% \u00a0\u7684\u5e73\u5747\u6027\u80fd\u63d0\u5347\uff0c\u5728 10 \u4e2a\u4e0d\u540c\u4efb\u52a1\u79cd\u7c7b\u7684\u73af\u5883\u4e0b\uff08\u5982\u722c\u884c\u3001\u5730\u5f62\u7a7f\u8d8a\u3001\u6e38\u6cf3\u7b49\uff09\uff0cBodyGen \u751f\u6210\u7684\u673a\u5668\u4eba\u5f62\u6001\u76f8\u6bd4\u4e8e\u73b0\u6709\u6700\u4f18\u65b9\u6cd5\uff08\u5982 Transform2Act\u3001NGE \u7b49\uff09\u5728\u73af\u5883\u9002\u5e94\u6027\u8bc4\u5206\u83b7\u5f97\u4e86 60.03% \u7684\u6da8\u5e45\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-636a2bbba54415781edde169f1db9c7c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-636a2bbba54415781edde169f1db9c7c.png\"><\/a><\/section>\n<section>\u7814\u7a76\u5bf9\u5e8f\u5217\u6a21\u578b\u3001\u65f6\u5e8f\u4fe1\u7528\u5206\u914d\u7b97\u6cd5\u8fdb\u884c\u4e86\u5145\u5206\u7684\u5bf9\u6bd4\u6d88\u878d\uff0c\u5bf9\u6587\u7ae0\u63d0\u51fa\u7684 MoSAT \u67b6\u6784\u548c\u65f6\u5e8f\u4fe1\u7528\u5206\u914d\u7b97\u6cd5\u7684\u8fdb\u884c\u4e86\u8be6\u7ec6\u548c\u5145\u5206\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-044e31131436f86163a05ad7029c06d0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-044e31131436f86163a05ad7029c06d0.png\"><\/a><\/section>\n<section>\u4f5c\u8005\u540c\u6837\u5bf9\u5f62\u4f53\u7ed3\u6784\u4f4d\u7f6e\u7f16\u7801\u8fdb\u884c\u4e86\u6d88\u878d\u5b9e\u9a8c\uff0c\u8bc1\u5b9e TopoPE \u5728\u5f62\u6001\u8868\u5f81\u4e0a\u7684\u6709\u6548\u6027\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f315daa07e3356427a817b360488c470.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f315daa07e3356427a817b360488c470.png\"><\/a><\/section>\n<section>BodyGen \u7684\u5e73\u5747\u53c2\u6570\u91cf\u4e3a 1.43M\uff0c\u76f8\u8f83\u4e8e\u5176\u4ed6\u57fa\u7ebf\u7b97\u6cd5\u66f4\u52a0\u8f7b\u91cf\u7ea7\u3002BodyGen \u00a0\u7684\u7d27\u51d1\u8bbe\u8ba1\u4f7f\u5176\u5728\u4fdd\u6301\u751f\u6210\u80fd\u529b\u7684\u540c\u65f6\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u8ba1\u7b97\u6210\u672c\u548c\u5b58\u50a8\u9700\u6c42\uff0c\u63d0\u5347\u4e86\u8bad\u7ec3\u7684\u7a33\u5b9a\u6027\u4e0e\u6548\u7387\u3002\u8fd9\u79cd\u9ad8\u6548\u7684\u6a21\u578b\u67b6\u6784\u4e0d\u4ec5\u51cf\u5c11\u4e86\u8bad\u7ec3\u65f6\u7684\u8d44\u6e90\u6d88\u8017\uff0c\u8fd8\u63d0\u5347\u4e86\u63a8\u7406\u9636\u6bb5\u7684\u54cd\u5e94\u901f\u5ea6\uff0c\u4f7f\u5176\u66f4\u9002\u7528\u4e8e\u8d44\u6e90\u53d7\u9650\u7684\u73af\u5883\uff0c\u751a\u81f3\u53ef\u5728\u4e00\u53f0\u7b14\u8bb0\u672c\u4e0a\u501f\u52a9 CPU \u8fdb\u884c\u9ad8\u6548\u63a8\u7406\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fe19694a5fa6a349e63e629d9616d064.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fe19694a5fa6a349e63e629d9616d064.png\"><\/a><\/section>\n<section><strong>\u573a\u666f\u5e94\u7528<\/strong><\/section>\n<section><\/section>\n<section>BodyGen 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