{"id":725969,"date":"2026-02-18T12:12:49","date_gmt":"2026-02-18T04:12:49","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=725969"},"modified":"2026-02-18T12:12:49","modified_gmt":"2026-02-18T04:12:49","slug":"%e4%b8%8d%e8%a6%81%e5%8f%aa%e7%9b%af%e7%9d%80%e5%ae%87%e6%a0%91%e7%bf%bb%e8%b7%9f%e5%a4%b4%e4%ba%86%ef%bc%8c%e8%bf%99%e4%ba%9b%e5%b7%a5%e4%bd%9c%e6%89%8d%e6%98%af%e5%85%b7%e8%ba%ab%e6%99%ba%e8%83%bd","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=725969","title":{"rendered":"\u4e0d\u8981\u53ea\u76ef\u7740\u5b87\u6811\u7ffb\u8ddf\u5934\u4e86\uff0c\u8fd9\u4e9b\u5de5\u4f5c\u624d\u662f\u5177\u8eab\u667a\u80fd\u7684\u6625\u665a"},"content":{"rendered":"<\/p>\n<p>\u4f5c\u8005\uff5c\u90ed\u6d77\u60df<\/p>\n<p>\u90ae\u7bb1\uff5cguohaiwei@pingwest.com<\/p>\n<p>\u5f53\u5341\u51e0\u53f0G1\u5728\u821e\u53f0\u201c\u4e0b\u8170\u201d\u6253\u9189\u62f3\u7684\u65f6\u5019\uff0c\u4f60\u4f1a\u89c9\u5f97\u5b87\u6811\u597d\u50cf\u771f\u7684\u5df2\u7ecf\u628a\u8868\u6f14\u8fd9\u4ef6\u4e8b\u60c5\u5377\u5230\u5934\u4e86\u3002<\/p>\n<p>\u771f\u7684\u5f88\u96be\u60f3\u8c61\uff0c\u7f8a\u5e74\u8fd8\u80fd\u6709\u4ec0\u4e48\u6bd4\u9a6c\u5e74\u66f4\u80fd\u9707\u64bc\u4eba\u5fc3\u7684\u8868\u6f14\u3002\u54ea\u6015\u662f\u8ba9\u673a\u5668\u4eba\u5728\u821e\u53f0\u4e0a\u8df3\u82ad\u857e\uff08\u4e00\u4e2a\u6bd4\u540e\u7a7a\u7ffb\u96be\u65e0\u6570\u500d\u7684\u52a8\u4f5c\uff09\uff0c\u96be\u9053\u5c31\u80fd\u7ed9\u666e\u901a\u4eba\u6bd4\u4eca\u5929\u66f4\u5f3a\u7684\u89c6\u89c9\u9707\u64bc\u4e86\u5417\uff1f\u6050\u6015\u4e5f\u5f88\u96be\u8bf4\u3002<\/p>\n<p>\u5982\u679c\u8bf4\u4eca\u5929\u5177\u8eab\u5b58\u5728\u4e00\u4e2a\u201c\u7ed3\u6784\u6027\u201d\u7684\u77db\u76fe\uff0c\u5927\u6982\u6709\u5c31\u662f\u201c\u65e5\u76ca\u589e\u957f\u7684\u59ff\u6001\u63a7\u5236\u80fd\u529b\u4e0e\u786c\u4ef6\u6c34\u5e73\u201d\u548c\u201c\u843d\u5730\u573a\u666f\u4e0d\u5e73\u8861\u3001\u4e0d\u5145\u5206\u201d\u7684\u53d1\u5c55\u4e4b\u95f4\u7684\u77db\u76fe\u3002\u524d\u8005\u5e26\u6765\u4e86\u4eba\u6c11\u5bf9\u5177\u8eab\u65e5\u76ca\u589e\u957f\u7684\u671f\u5f85\uff0c\u800c\u540e\u8005\u5219\u8ba9\u4eba\u6c11\u611f\u5230\u56f0\u60d1\u3002<\/p>\n<p>\u5bf9\u4e8e\u5f88\u591a\u4eba\u6765\u8bf4\uff0c\u673a\u5668\u4eba\u7684\u201c\u6280\u80fd\u6811\u201d\u597d\u50cf\u70b9\u9519\u4e86\u2014\u2014\u5b83\u660e\u660e\u8be5\u5e2e\u6211\u4eec\u5bb6\u52a1\uff0c\u5374\u4ee3\u66ff\u6211\u4eec\u8bd7\u8bcd\u6b4c\u8d4b\u3001\u8f7d\u6b4c\u8f7d\u821e\u3002<\/p>\n<p>\u800c\u8fd9\u79cd\u6280\u80fd\u6811\u9519\u914d\u80cc\u540e\uff0c\u5176\u5b9e\u6709\u7b2c\u4e8c\u4e2a\u201c\u7ed3\u6784\u6027\u201d\u7684\u77db\u76fe\uff1a\u5373\u201c\u65e5\u76ca\u589e\u957f\u7684AI\u667a\u80fd\u8bc9\u6c42\u201d\u4e0e\u201c\u667a\u80fd\u6cdb\u5316\u80fd\u529b\u4e0d\u5e73\u8861\u3001\u4e0d\u5145\u5206\u201d\u7684\u53d1\u5c55\u4e4b\u95f4\u7684\u77db\u76fe\u3002\u524d\u8005\u8ba9\u884c\u4e1a\u7684\u6240\u6709\u4ece\u4e1a\u8005\u90fd\u5bf9AGI\u7684\u660e\u5929\u5145\u6ee1\u5149\u660e\u4fe1\u5fc3\uff0c\u800c\u540e\u8005\u5219\u8ba9\u4ece\u4e1a\u8005\u611f\u5230\u73b0\u91d1\u6d41\u7684\u8d2b\u7a77\u3002<\/p>\n<p>\u800c\u6240\u8c13\u4e00\u5207\u573a\u666f\u4e0e\u667a\u80fd\u7684\u95ee\u9898\uff0c\u5176\u5b9e\u672c\u8d28\u90fd\u662f\u6570\u636e\u4e0e\u667a\u80fd\u7684\u5173\u7cfb\u3002<\/p>\n<p>\u5728\u5177\u8eab\u9886\u57df\u5c24\u5176\u5982\u6b64\u3002<\/p>\n<p>\u800c\u5177\u8eab\u7684\u6570\u636e\u95ee\u9898\u53c8\u53ef\u4ee5\u5206\u6210\u4e24\u79cd\uff1a<\/p>\n<p>\u4e00\u4e2a\u662f\u6570\u636e\u89c4\u6a21\u5e26\u6765\u667a\u80fd\u96be\u4ee5scaling\uff1b\u4e00\u4e2a\u662f\u73b0\u6709\u667a\u80fd\u60c5\u51b5\u4e0b\uff0c\u6837\u672c\u7684\u5b66\u4e60\u548c\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n<p>\u591a\u4f4d\u5177\u8eab\u884c\u4e1a\u8d44\u6df1\u4eba\u58eb\u66fe\u5bf9\u7845\u661f\u4eba\u8868\u793a\uff0c\u5177\u8eab\u6570\u636e\u95ee\u9898\u5c5e\u4e8e\u201c\u53ef\u89e3\u201d\u7684\uff0c\u4f46\u89e3\u51b3\u65b9\u6848\u672c\u8d28\u5927\u6982\u7387\u90fd\u4f1a\u662f\u201c\u7ebf\u6027\u201d\u7684\uff0c\u53ef\u80fd\u4f1a\u968f\u7740\u6295\u5165\u7684\u589e\u52a0\u83b7\u5f97\u66f4\u591a\u7684\u52a0\u901f\uff0c\u4f46\u201c\u6307\u6570\u578b\u201d\u7206\u70b8\u7684\u53ef\u80fd\u6027\u4e0d\u9ad8\u3002<\/p>\n<p>\u7a76\u5176\u539f\u56e0\uff0c\u5982\u679c\u60f3\u8981\u901a\u8fc7\u4eff\u771f\u6570\u636e\u5b9e\u73b0\u9ad8\u5ea6\u7684\u901a\u7528\u6cdb\u5316\uff0c\u751f\u4ea7\u8d85\u9ad8\u8d28\u91cf\u4eff\u771f\u6570\u636e\u80cc\u540e\u7684\u96be\u5ea6\uff0c\u53ef\u80fd\u53cd\u800c\u9ad8\u4e8e\u5177\u8eab\u5927\u8111\u6cdb\u5316\u7684\u96be\u5ea6\uff0c\u6709\u70b9\u201c\u9e21\u751f\u86cb\u3001\u86cb\u751f\u9e21\u201d\u6096\u8bba\u7684\u5473\u9053\u3002\u800c\u4e92\u8054\u7f51\u6570\u636e\u7406\u8bba\u4e0a\u53ef\u884c\uff0c\u4f46\u4e0d\u591f\u7cbe\u51c6\uff0c\u201c\u753b\u9a6c\u96be\u753b\u9aa8\u201d\uff0c\u5bf9\u9f50\u96be\u5ea6\u5927\u3002<\/p>\n<p>\u76ee\u524d\u884c\u4e1a\u91cc\u666e\u904d\u6784\u60f3\u7684\u4e00\u4e2a\u6280\u672f\u5faa\u73af\u662f\uff1a<\/p>\n<p>\u6570\u636e\u91c7\u96c6\u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to 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href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%b5%84%e6%ba%90\" title=\"View all posts in \u8d44\u6e90\" target=\"_blank\" class=\"tag_link\">\u8d44\u6e90<\/a>\u53d7\u9650\u4e0b\u7684\u9c81\u68d2\u64cd\u63a7\u201d\u3002<\/p>\n<p><strong>\u03c70\u5c55\u73b0\u7684\u662f\u67d4\u6027\u7269\u4f53\u80fd\u529b\uff0c\u4f46\u5176\u5b9e\u60f3\u8981\u89e3\u51b3\u7684\u662f\u6a21\u578b\u5b66\u4e60\u7684\u9c81\u68d2\u6027\u96be\u9898\u3002\u800c\u5b83\u7684\u89e3\u51b3\u65b9\u6848\u5176\u5b9e\u5c31\u662f\u901a\u8fc7\u89e3\u51b3\u5728\u4e0d\u540c\u6a21\u5757\u7684\u6570\u636e\u5206\u5e03\u5bf9\u9f50\u95ee\u9898\u3002<\/strong><\/p>\n<p>\u6bd4\u5982\uff0c\u8fc7\u53bb\u8bad\u7ec3\u51fa\u6765\u7684\u6a21\u578b\u5185\u53c2\u6570\u5206\u5e03\u548c\u73af\u5883\u53cd\u9988\u7684\u5206\u5e03\u662f\u4e0d\u540c\u7684\uff0c\u5c31\u4f1a\u5bfc\u81f4\u667a\u80fd\u7684\u9c81\u68d2\u6027\u53d7\u635f\u3002\u800c\u4ed6\u4eec\u5c31\u5e0c\u671b\u5728\u5404\u4e2a\u73af\u8282\u4e0a\u627e\u5230\u8fd9\u4e9b\u5206\u5e03\u5dee\u5f02\uff0c\u7136\u540e\u5bf9\u9f50\u5b83\u2014\u2014\u4ed6\u4eec\u6700\u540e\u9009\u62e9\u4ece\u8bad\u7ec3\u5206\u5e03\uff08Ptrain\uff09\u3001\u6a21\u578b\u5206\u5e03\uff08Qmodel\uff09\u4ee5\u53ca\u90e8\u7f72\u5206\u5e03\uff08Ptest\uff09\u4e09\u4e2a\u89d2\u5ea6\u51fa\u53d1\uff0c\u4ece\u800c\u8ba9\u6d41\u7a0b\u7684\u5404\u4e2a\u4e0d\u540c\u9636\u6bb5\u90fd\u80fd\u5b9e\u73b0\u9ad8\u6548\u5bf9\u9f50\u3002<\/p>\n<p>https:\/\/arxiv.org\/pdf\/2602.09021<\/p>\n<p><strong>LingBot-VA<\/strong>\u662f\u8682\u8681\u7075\u6ce2\u57281\u670830\u65e5\u5b98\u5ba3\u7684\u6280\u672f\u6210\u679c\uff0c\u5b98\u65b9\u5c06\u5b83\u79f0\u4e3a\u5177\u8eab\u4e16\u754c\u6a21\u578b\uff0c\u9996\u521b\u4e86\u81ea\u56de\u5f52\u89c6\u9891-\u52a8\u4f5c\u4e16\u754c\u5efa\u6a21\u6846\u67b6\u3002\u4e5f\u662f\u7b2c\u4e00\u4e2a\u5c06\u4e16\u754c\u6a21\u578b\u76f4\u63a5\u63a7\u5236\u771f\u673a\u64cd\u4f5c\u7684\u7814\u7a76\u6210\u679c\u3002<\/p>\n<p>\u800c\u5728\u6b64\u4e4b\u524d\uff0c\u8682\u8681\u7075\u6ce2\u8fd8\u53d1\u5e03\u4e86LingBot-World\u5f00\u6e90\u89c6\u9891\u751f\u6210\u4e16\u754c\u6a21\u578b\uff0c\u505a\u5230\u4e86\u5c06\u8fd1 10 \u5206\u949f\u7684\u65e0\u635f\u7a33\u5b9a\u751f\u6210\u3002<\/p>\n<p>\u4e0e\u03c70\u4e00\u6837\uff0c<strong>LingBot-VA\u5c55\u73b0\u4e86\u66f4\u597d\u7684\u9c81\u68d2\u6027<\/strong>\uff1a<\/p>\n<p>\u5728 LIBERO \u548c RoboTwin \u7b49\u4e3b\u6d41\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u5206\u522b\u4ee5 98.5% \u548c 92%+ \u7684\u6210\u529f\u7387\u5927\u5e45\u9886\u5148\u03c00.5\u7b49\u73b0\u6709\u6a21\u578b\u3002\u5728\u9488\u5bf9\u5177\u8eab\u63a7\u5236\u4e2d\u5e38\u89c1\u7684\u201c\u957f\u65f6\u6f02\u79fb\u201d\u96be\u9898\uff0c\u590d\u6742\u4efb\u52a1\u6210\u529f\u7387\u8d85\u8fc7 98%\u3002<\/p>\n<p>\u540c\u65f6\u4e5f\u80fd\u5b9e\u73b0<strong>\u8f83\u5c11\u6837\u672c\u4e0b\u7684\u6cdb\u5316\u80fd\u529b<\/strong>\uff1a<\/p>\n<p>\u4e00\u4e2a\u573a\u666f\u4ec5\u9700 30~50 \u6761\u6f14\u793a\u6570\u636e\u5373\u53ef\u5b8c\u6210\u9002\u914d\u3002<\/p>\n<p>\u4f46\u4e0e\u03c70\u4e0d\u540c\u7684\u662f\uff0cLingBot-VA\u56e2\u961f\u4e00\u5f00\u59cb\u5c31\u9009\u62e9\u4e86\u4e00\u4e2a\u5728\u8bed\u4e49\u5c42\u9762\u5177\u5907\u8f83\u9ad8\u9c81\u68d2\u6027\u7684\u81ea\u56de\u5f52\u4e16\u754c\u6a21\u578b<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\u3002\u4ed6\u4eec\u7684\u903b\u8f91\u6709\u70b9\u50cf\u5728\u6a21\u578b\u5185\u7f6e\u4e86\u4e00\u4e2a\u9884\u6d4b\u672a\u6765\u7684\u5927\u8111\u3002\u672c\u8d28\u5c31\u662f\u7528\u4e00\u6bb5\u89c6\u9891\u53bb\u9884\u6d4b\u4e0b\u4e00\u6bb5\u89c6\u9891\u7684\u72b6\u6001\u3002\u800c\u5f53\u6a21\u578b\u77e5\u9053\u4e0b\u4e00\u6bb5\u89c6\u9891\u6d41\u4e2d\u7684\u72b6\u6001\u65f6\uff0c\u4fbf\u53ef\u4ee5\u53cd\u63a8\u5e76\u89e3\u7801\u6210\u5177\u4f53\u7684\u6267\u884c\u52a8\u4f5c\u3002<\/p>\n<p>\u8fd9\u6837\u4e00\u6765\uff0c\u7531\u4e8e\u89c6\u9891\u4e0e\u52a8\u4f5c\u4e4b\u95f4\u5b58\u5728\u660e\u786e\u7684\u65f6\u95f4\u548c\u903b\u8f91\u5173\u7cfb\uff0c\u4fbf\u81ea\u7136\u5c31\u6784\u6210\u4e86\u5f88\u660e\u786e\u7684\u7269\u7406\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u56e0\u679c\u5173\u7cfb\u3002\u6240\u4ee5\u8fd9\u4e2a\u6280\u672f\u6210\u679c\u88ab\u547d\u540d\u4e3a\uff1a\u201c\u9762\u5411\u673a\u5668\u4eba\u63a7\u5236\u7684\u56e0\u679c\u4e16\u754c\u5efa\u6a21\u201d\u3002<\/p>\n<p>\u8fd9\u5957\u65b9\u6848\u7ed5\u8fc7\u4e86VLA\u5e38\u51fa\u73b0\u7684\u8868\u5f81\u7ea0\u7f20\u95ee\u9898\uff0c\u5c06\u52a8\u4f5c\u3001\u89c6\u9891\u9884\u6d4b\u3001\u573a\u666f\u6267\u884c\u60c5\u51b5\uff0c\u76f4\u63a5\u5f62\u6210\u4e86\u76f8\u4e92\u6620\u5c04\u7684\u5173\u7cfb\u3002\u800c\u4e14\u5728\u89c6\u9891\u751f\u6210\u6a21\u578b\u4e2d\uff0c\u5929\u7136\u4f1a\u5177\u5907\u4e00\u5b9a\u7684\u4e16\u754c\u6a21\u578b\u77e5\u8bc6\uff0c\u56e0\u6b64\u83b7\u5f97\u4e86\u66f4\u597d\u7684\u6267\u884c\u6548\u679c\u3002<\/p>\n<p>https:\/\/github.com\/Robbyant\/lingbot-va\/blob\/main\/LingBot_VA_paper.pdf<\/p>\n<p><strong>DreamZero<\/strong>\u662f\u82f1\u4f1f\u8fbe\u56e2\u961f\u57282\u6708\u4efd\u53d1\u5e03\u7684\u6280\u672f\u8bba\u6587\uff0c\u5b9a\u4f4d\u4e16\u754c\u52a8\u4f5c\u6a21\u578b\uff08WAM\uff09\u3002<\/p>\n<p>DreamZero\u6bd4LingBot-VA\u665a\u53d1\u4e86\u5341\u5929\u5de6\u53f3\uff0c\u4f46\u601d\u8def\u4e0a\u4e0eLingBot-VA\u540c\u4e3a\u4e16\u754c\u6a21\u578b\u843d\u5730\u771f\u673a\u7684\u8def\u7ebf\uff0c\u56e0\u6b64\u5728\u4e00\u4e9b\u6280\u672f\u601d\u8def\u4e0a\u4e5f\u5f88\u76f8\u4f3c\u3002\u800c\u4e14Lingbo-VAt\u642d\u914dLingBot-World\u4e00\u8d77\u53d1\u5e03\uff0c\u800c\u4e0eDreamZero\u540c\u671f\u53d1\u5e03\u7684\u8fd8\u6709DreamDojo\u7684\u901a\u7528\u673a\u5668\u4eba\u4e16\u754c\u6a21\u578b\u3002<\/p>\n<p>\u8fd9\u4e24\u4e2a\u56e2\u961f\u5728\u6280\u672f\u5ba1\u7f8e\u548c\u4ea7\u54c1\u53d1\u5e03\u7684\u903b\u8f91\u8282\u594f\u4e0a\u5982\u6b64\u76f8\u4f3c\uff0c\u53ef\u4ee5\u8bf4\u76ee\u524d\u5728\u4e16\u754c\u6a21\u578b\u7684\u63a2\u7d22\u4e0a\uff0c\u5206\u522b\u90fd\u662f\u4e1c\u897f\u534a\u7403\u7684\u5148\u884c\u8005\uff0c\u4e5f\u76f8\u5f53\u7a0b\u5ea6\u4e0a\u786e\u8ba4\u4e86\u8fd9\u6761\u6280\u672f\u8def\u7ebf\u7684\u53ef\u884c\u6027\u3002<\/p>\n<p>\u4ed6\u4eec\u90fd\u5f3a\u8c03\u4e16\u754c\u6a21\u578b\u5728\u8fd0\u52a8\u63a7\u5236\u4e2d\u7684\u4f5c\u7528\uff0c\u5f3a\u8c03\u901a\u8fc7\u4e16\u754c\u6a21\u578b\u9884\u6d4b\u800c\u975e\u7b80\u5355\u5806\u780c\u6570\u636e\u7684\u91cd\u8981\u6027\uff0c\u4ee5\u53ca\u53d7\u76ca\u4e8e\u4e16\u754c\u6a21\u578b\u7684\u6280\u672f\u8def\u7ebf\uff0cDreamZero\u4e5f\u5448\u73b0\u4e86\u8f83\u597d\u7684\u6cdb\u5316\u6027\u3002<\/p>\n<p>\u5b98\u65b9\u8868\u793a\uff0cDreamZero\u751a\u81f3\u5728\u4e00\u4e9b\u6a21\u578b\u4ece\u6765\u6ca1\u6709\u89c1\u8fc7\u7684\u573a\u666f\u4e2d\uff0cDreamZero\u4e5f\u5df2\u7ecf\u53ef\u4ee5\u5b9e\u73b00\u6837\u672c\u6cdb\u5316\u3002\u800c\u4e3a\u4e86\u7740\u91cd\u5f3a\u8c03\u8fd9\u4e00\u70b9\uff0c\u4ed6\u4eec\u751a\u81f3\u628a\u81ea\u5df1\u7684\u6280\u672f\u62a5\u544a\u76f4\u63a5\u53eb\u505a\uff0c\u201c\u4e16<strong>\u754c\u52a8\u4f5c\u6a21\u578b\u5c31\u662f0\u6837\u672c\u6cdb\u5316\u7684\u7b56\u7565<\/strong>\u201d\uff08World Action Models are Zero-shot Policies \uff09<\/p>\n<p>\u6700\u6838\u5fc3\u533a\u522b\u5728\u4e8e\uff0cLingBot\u91c7\u7528\u4e86\u81ea\u56de\u5f52\u4e3a\u4e3b\u5e72\u7684\u7b56\u7565\uff0c\u800cDreamZero\u5219\u91c7\u7528\u4e86\u4ee5\u6269\u6563\u6a21\u578b\u76f4\u63a5\u4f5c\u4e3a\u4e3b\u5e72\u7684\u7b56\u7565\u3002\u6b64\u5916\uff0c\u4f5c\u4e3a\u5404\u81ea\u6a21\u578b\u672a\u6765\u7684\u57fa\u7840\u8bbe\u65bd\uff0cDreamDojo\u7684\u6838\u5fc3\u662f\u95ed\u6e90\u7684\uff0c\u800cLingBot-World\u5219\u662f\u5b8c\u5168\u5f00\u6e90\u7684\u3002<\/p>\n<p>https:\/\/dreamzero0.github.io\/<\/p>\n<p><strong>\u62bc\u6ce8\u201c\u975e\u7ebf\u6027\u201d\u589e\u957f\u7684\u7269\u7406\u4e16\u754c<\/strong><\/p>\n<p>\u8fc7\u53bb\u7684\u5177\u8eab\u6280\u672f\u8def\u7ebf\u6b63\u5728\u53d7\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u6311\u6218\u3002<\/p>\n<p>\u4e00\u65b9\u9762\uff0c\u5982\u672c\u6587\u5f00\u5934\u6240\u8bf4\uff0cLLM\u6210\u529f\u7684\u8def\u5f84\u4f9d\u8d56\u8ba9\u5177\u8eab\u4ea7\u4e1a\u957f\u671f\u60a3\u6709\u6570\u636e\u9965\u6e34\u75c7\u3002\u800c\u6570\u636e\u89c4\u6a21\u77ed\u65f6\u95f4\u96be\u4ee5\u7206\u53d1\u5f0f\u589e\u957f\uff0c\u5c31\u5bfc\u81f4\u5177\u8eab\u7684\u667a\u80fd\u7f3a\u4e4f\u50cfLLM\u90a3\u6837\u6307\u6570\u7ea7\u589e\u957f\u7684\u624b\u6bb5\uff1b<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u5176\u5b9e\u4ee5VLA\u4e3a\u4ee3\u8868\u7684\u6280\u672f\u8def\u7ebf\uff0c\u672c\u8eab\u4e5f\u5728\u9762\u4e34\u66f4\u591a\u7684\u8d28\u7591\u3002\u8d8a\u6765\u8d8a\u591a\u4eba\u5f00\u59cb\u8d28\u7591VLA\u662f\u5426\u53ef\u4ee5\u5f88\u597d\u7684\u5b8c\u6210\u52a8\u4f5c\u64cd\u63a7\uff0c\u662f\u5426\u6709\u80fd\u529b\u66f4\u597d\u5730\u6cdb\u5316\u5e76\u7a81\u7834Sim to real gap\u7684\u9b54\u5492\u3002<\/p>\n<p>\u800c\u9762\u5bf9\u8fd9\u79cd\u56f0\u5c40\uff0c\u4e0d\u540c\u7684\u4eba\u60f3\u5230\u7684\u89e3\u51b3\u65b9\u6848\u662f\u4e0d\u540c\u7684\uff0c\u4e5f\u5f88\u96be\u5728\u77ed\u671f\u8fbe\u6210\u5171\u8bc6\u3002<\/p>\n<p>\u4ee5\u03c70\u8fd9\u7c7b\u7814\u7a76\u66f4\u50cf\u662f\u901a\u8fc7\u4e0d\u65ad\u5347\u7ea7\u8fc7\u53bb\u7684\u67b6\u6784\u80fd\u529b\uff0c\u4ece\u800c\u5728\u539f\u6709\u7684\u8def\u5f84\u4e0a\u89e3\u51b3\u95ee\u9898\uff1b\u800cLingBot-VA\u3001DreamZero\u8fd9\u6837\u7684\u4ea7\u54c1\uff0c\u5219\u662f\u5bfb\u6c42\u4e00\u79cd\u9769\u547d\u6027\u7684\u8303\u5f0f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e6%96%b0\" title=\"View all posts in \u521b\u65b0\" target=\"_blank\" class=\"tag_link\">\u521b\u65b0<\/a>\u3002<\/p>\n<p>\u4eca\u5929\u4e00\u4e2a\u884c\u4e1a\u5185\u9010\u6b65\u6e05\u6670\u7684\u5171\u8bc6\u662f\uff1a\u5982\u679c\u5177\u8eab\u5927\u8111\u7684\u80fd\u529b\u8981\u6446\u8131\u6570\u636e\u8d2b\u8840\u548c\u6cdb\u5316\u74f6\u9888\u7684\u5730\u5fc3\u5f15\u529b\uff0c\u4ece\u800c\u590d\u523bLLM\u7684\u4f20\u5947\uff0c\u90a3\u5c31\u5fc5\u987b\u6709\u4e00\u4e9b\u65b0\u7684\u6280\u672f\u521b\u65b0\u3002\u8981\u4e48\uff0c\u6211\u4eec\u5728\u6570\u636e\u5c42\u9762\u4e0a\u5927\u5e45\u7a81\u7834\uff1b\u8981\u4e48\u5728\u67b6\u6784\u4e0a\u53e6\u8f9f\u8e4a\u5f84\u3002<\/p>\n<p>\u800c\u50cfVA\u3001DreamZero\u8fd9\u6837\u7684\u5de5\u4f5c\u663e\u7136\u662f\u540e\u8005\uff0c\u800c\u4ed6\u4eec\u80fd\u7ed9\u6211\u4eec\u7684\u542f\u4e8b\u662f\uff1a<\/p>\n<p>\u5982\u679c\u8981\u5728\u5177\u8eab\u590d\u523bLLM\u7684scaling law\u5947\u8ff9\uff0c\u5b83\u672a\u5fc5\u662f\u8981\u901a\u8fc7\u5e73\u79fbscaling 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