{"id":38823,"date":"2025-02-23T22:00:55","date_gmt":"2025-02-23T14:00:55","guid":{"rendered":"https:\/\/17aitech.com\/?p=38823"},"modified":"2025-02-23T22:00:55","modified_gmt":"2025-02-23T14:00:55","slug":"3%e5%80%8d%e6%8f%90%e9%80%9f%ef%bc%81%e7%8e%b0%e5%9c%a8%e4%bd%a0%e8%b7%91%e4%b8%8d%e8%bf%87%e6%9c%ba%e5%99%a8%e7%8b%97%e4%ba%86%ef%bc%8c%e9%99%90%e5%88%b6%e6%b3%a2%e5%a3%ab%e9%a1%bf%e5%8a%a8%e5%8a%9b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38823","title":{"rendered":"3\u500d\u63d0\u901f\uff01\u73b0\u5728\u4f60\u8dd1\u4e0d\u8fc7\u673a\u5668\u72d7\u4e86\uff0c\u9650\u5236\u6ce2\u58eb\u987f\u52a8\u529b\u673a\u5668\u72d7\u7684\u7adf\u7136\u662f\u7535\u6c60\u529f\u7387\uff1f"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:3\u500d\u63d0\u901f\uff01\u73b0\u5728\u4f60\u8dd1\u4e0d\u8fc7\u673a\u5668\u72d7\u4e86\uff0c\u9650\u5236\u6ce2\u58eb\u987f\u52a8\u529b\u673a\u5668\u72d7\u7684\u7adf\u7136\u662f\u7535\u6c60\u529f\u7387\uff1f<\/a><\/p>\n

\u5f53 Scaling Law \u5728\u89e6\u9876\u8fb9\u754c\u5f98\u5f8a\u4e4b\u65f6\uff0c\u5f3a\u5316\u5b66\u4e60\u4e3a\u6784\u5efa\u66f4\u5f3a\u5927\u7684\u5927\u6a21\u578b\u5f00\u8f9f\u51fa\u4e86\u4e00\u6761\u65b0\u8303\u5f0f\u3002<\/section>\n
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\u5728\u673a\u5668\u4eba\u9886\u57df\uff0c\u5f3a\u5316\u5b66\u4e60\u4e5f\u5e26\u6765\u4e86\u610f\u5916\u4e4b\u559c\u3002<\/section>\n
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\u8fd9\u53ea\u4e0a\u8fc7\u597d\u51e0\u6b21\u5168\u7f51\u70ed\u641c\u7684\u673a\u5668\u72d7\u00a0Spot\uff0c\u60f3\u5fc5\u5927\u5bb6\u90fd\u4e0d\u964c\u751f\u3002<\/section>\n
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\u5728\u539f\u6765\u7684\u6587\u7ae0\u4e2d\uff0c\u65e0\u8bba Spot \u505a\u4e86\u4ec0\u4e48\u9ad8\u96be\u5ea6\u52a8\u4f5c\uff0c\u54ea\u6015\u662f\u8fb9\u55b7\u706b\u8fb9\u8df3\u8e22\u8e0f\u821e\uff0c\u540e\u53f0\u603b\u6709\u7559\u8a00\uff0c\u300c\u4e3a\u4ec0\u4e48\u6ce2\u58eb\u987f\u52a8\u529b\u4e0d\u628a\u673a\u5668\u4eba\u7684\u811a\u505a\u6210\u8f6e\u5f0f\u7684\uff1f\u300d<\/section>\n
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\u8fd9\u662f\u56e0\u4e3a Spot \u603b\u662f\u4f18\u96c5\u5730\u3001\u5c0f\u5fc3\u7ffc\u7ffc\u5730\u8e0f\u7740\u5c0f\u788e\u6b65\uff0c\u6ca1\u529e\u6cd5\u5927\u6b65\u884c\u8d70\uff0c\u76f8\u8f83\u4e8e\u811a\u8e29\u98ce\u706b\u8f6e\u7684\u8f6e\u5f0f\u673a\u5668\u72d7\uff0c\u4e0d\u4ec5\u901f\u5ea6\u8ddf\u4e0d\u4e0a\uff0c\u4e5f\u66f4\u5bb9\u6613\u53d7\u5230\u5730\u5f62\u9650\u5236\u3002<\/section>\n
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\u58eb\u522b\u4e09\u65e5\uff0c\u5f53\u522e\u76ee\u76f8\u770b\u3002\u51e0\u4e2a\u6708\u4e0d\u89c1\uff0cSpot \u7684\u300c\u5c0f\u6b65\u821e\u66f2\u300d\u5df2\u7ecf\u6210\u4e3a\u8fc7\u5f80\uff0c\u770b\u770b\u73b0\u5728 Spot \u5927\u6b65\u6d41\u661f\u7684\u6837\u5b50\uff0c\u8fc5\u901f\u654f\u6377\uff0c\u4f60\u548c\u5b83\u8d5b\u8dd1\u90fd\u8ffd\u4e0d\u4e0a\u4e86\uff1a<\/section>\n
<\/a><\/section>\n
Spot \u51fa\u5382\u65f6\u6700\u5feb\u901f\u5ea6\u53ea\u6709 1.6 \u7c73 \/ \u79d2\u3002\u51e0\u5468\u524d\u4e0e\u6ce2\u58eb\u987f\u52a8\u529b\u5b98\u5ba3\u5408\u4f5c\u7684 RAI \u7814\u7a76\u6240\u5e26\u6765\u4e86\u6700\u65b0\u7a81\u7834\uff0cSpot \u7684\u8dd1\u6b65\u901f\u5ea6\u63d0\u5347\u4e86\u8fd1 3 \u500d\uff0c\u8fbe\u5230\u4e86\u65f6\u901f 18.7 \u5343\u7c73\u3002<\/section>\n
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\u4e00\u53ea\u5c0f\u578b\u72ac\u7684\u5e73\u5747\u5954\u8dd1\u901f\u5ea6\u5927\u6982\u662f 20 \u5343\u7c73 \/ \u65f6\uff0c\u8fd9\u4e24\u4e2a\u6570\u5b57\u5df2\u7ecf\u5f88\u63a5\u8fd1\u4e86\u3002<\/section>\n
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\u5728\u4f20\u7edf\u89c2\u5ff5\u4e2d\uff0c\u5927\u5bb6\u53ef\u80fd\u8ba4\u4e3a\u673a\u5668\u4eba\u7684\u901f\u5ea6\u4e3b\u8981\u53d7\u9650\u4e8e\u9a6c\u8fbe\u6027\u80fd\u3002\u4f46\u5f53\u7814\u7a76\u56e2\u961f\u7528\u5f3a\u5316\u5b66\u4e60\u5bf9\u673a\u5668\u72d7\u7684\u7535\u673a\u548c\u52a8\u529b\u88c5\u7f6e\u5efa\u6a21\u4e4b\u540e\uff0c\u53d1\u73b0\u4e86\u4e00\u4e2a\u51fa\u4eba\u610f\u6599\u7684\u4e8b\u5b9e\u3002<\/section>\n
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<\/a><\/sup><\/section>\n
\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u5728\u6a21\u62df\u73af\u5883\u4e2d\uff0c\u53ef\u4ee5\u5e76\u884c\u8bad\u7ec3\u51e0\u53f0 Spot \u673a\u5668\u4eba\uff08\u751a\u81f3\u51e0\u767e\u53f0\uff09\uff0c\u4ee5\u5b9e\u73b0\u5f3a\u5927\u7684\u73b0\u5b9e\u4e16\u754c\u6027\u80fd\u3002<\/sup><\/em><\/section>\n
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\u300c\u771f\u6b63\u9650\u5236 Spot \u901f\u5ea6\u7684\uff0c\u7adf\u7136\u662f\u7535\u6c60\u4f9b\u7535\u80fd\u529b\uff01\u300dRAI \u7814\u7a76\u6240\u7684\u673a\u5668\u4eba\u4e13\u5bb6 Farbod Farshidian \u8bf4\u9053\uff0c\u300c\u8fd9\u4e2a\u53d1\u73b0\u8ba9\u6211\u4eec\u90fd\u5f88\u60ca\u8bb6\uff0c\u56e0\u4e3a\u4e4b\u524d\u90fd\u4ee5\u4e3a\u673a\u5668\u4eba\u7684\u8fd0\u52a8\u901f\u5ea6\u63d0\u4e0d\u4e0a\u53bb\u662f\u5728\u9a6c\u8fbe\u7684\u529f\u7387\u6216\u626d\u77e9\u4e4b\u7c7b\u7684\u95ee\u9898\u3002\u300d<\/section>\n
<\/section>\n
Spot \u7684\u7535\u529b\u7cfb\u7edf\u76f8\u5f53\u590d\u6742\uff0c\u4ecd\u6709\u8fdb\u4e00\u6b65\u4f18\u5316\u7684\u7a7a\u95f4\u3002Farshidian \u6307\u51fa\uff0c\u963b\u6b62\u4ed6\u4eec\u5c06 Spot \u7684\u6700\u9ad8\u901f\u5ea6\u63a8\u8fc7 5.2 \u7c73 \/ \u79d2\u7684\u552f\u4e00\u539f\u56e0\u662f\u4ed6\u4eec\u65e0\u6cd5\u8bbf\u95ee\u7535\u6c60\u7535\u538b\uff0c\u65e0\u6cd5\u5c06\u8fd9\u4e9b\u5b9e\u9645\u6570\u636e\u7eb3\u5165\u4ed6\u4eec\u7684 RL \u6a21\u578b\u3002<\/section>\n
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\u8fd9\u610f\u5473\u7740\uff0c\u5982\u679c\u80fd\u8bbe\u8ba1\u51fa\u66f4\u5f3a\u52b2\u7684\u7535\u6c60\uff0cSpot \u7684\u8fd8\u80fd\u8dd1\u5f97\u66f4\u5feb\u3002<\/section>\n
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\u6709\u8da3\u7684\u662f\uff0c\u5f53 Spot \u4ee5\u8fd9\u4e2a\u901f\u5ea6\u5954\u8dd1\u65f6\uff0c\u5b83\u7684\u52a8\u4f5c\u770b\u8d77\u6765\u548c\u771f\u5b9e\u7684\u72d7\u5b8c\u5168\u4e0d\u540c\u3002Farshidian \u89e3\u91ca\u8bf4\uff1a\u300c\u8fd9\u4e2a\u5954\u8dd1\u59ff\u6001\u786e\u5b9e\u4e0d\u50cf\u751f\u7269\uff0c\u4f46\u8fd9\u5f88\u6b63\u5e38 \u2014\u2014Spot \u7684\u9a71\u52a8\u5668\u548c\u5173\u8282\u7ed3\u6784\u90fd\u548c\u771f\u72d7\u4e0d\u4e00\u6837\uff0c\u4e3a\u4ec0\u4e48\u8981\u7528\u751f\u7269\u7684\u65b9\u5f0f\u6765\u8dd1\u5462\uff1f\u300d<\/section>\n
<\/section>\n
Spot \u7684\u6267\u884c\u5668\u4e0d\u540c\u4e8e\u808c\u8089\uff0c\u8fd0\u52a8\u5b66\u7279\u6027\u4e5f\u4e0d\u540c\uff0c\u9002\u5408\u72d7\u5feb\u901f\u5954\u8dd1\u7684\u6b65\u6001\u4e0d\u4e00\u5b9a\u9002\u5408\u673a\u5668\u72d7\u3002<\/section>\n
<\/section>\n
Spot \u63d0\u901f\u7684\u5173\u952e\u5728\u4e8e\uff0c\u7814\u7a76\u4eba\u5458\u5728\u5c0f\u8dd1\u6b65\u6001\u7684\u57fa\u7840\u4e0a\uff0c\u589e\u52a0\u4e86\u4e00\u4e2a\u56db\u53ea\u811a\u540c\u65f6\u79bb\u5730\u7684\u98de\u884c\u9636\u6bb5\u3002\u5c0f\u6b65\u548c\u98de\u884c\u8854\u63a5\u8d77\u6765\uff0c\u4ece\u6280\u672f\u4e0a\u5c31\u53d8\u6210\u4e86\u5954\u8dd1\u3002<\/section>\n
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\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56db\u811a\u79bb\u5730\u7684\u300c\u98de\u884c\u300d\u9636\u6bb5<\/sup><\/em><\/section>\n
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Farshidian \u8bf4\uff1a\u300c\u8fd9\u4e2a\u98de\u884c\u9636\u6bb5\u662f\u5fc5\u8981\u7684\uff0c\u56e0\u4e3a\u673a\u5668\u4eba\u9700\u8981\u8fd9\u6bb5\u65f6\u95f4\u5feb\u901f\u5411\u524d\u79fb\u52a8\u811a\u6b65\u6765\u7ef4\u6301\u901f\u5ea6\u3002\u300d\u7814\u7a76\u4eba\u5458\u7ed9\u673a\u5668\u4eba\u4e86\u300c\u81ea\u4e3b\u53d1\u73b0\u7684\u7a7a\u95f4\u300d\uff0c\u56e0\u4e3a\u8fd9\u65f6\uff0c\u7f16\u7a0b\u7a0b\u5e8f\u6240\u8981\u6c42\u7684\u4e0d\u662f\u300c\u5954\u8dd1\u300d\uff0c\u800c\u662f\u53bb\u627e\u5230\u6700\u9ad8\u6548\u7684\u5feb\u901f\u79fb\u52a8\u65b9\u5f0f\u3002<\/section>\n
<\/section>\n
\u4f20\u7edf\u7684\u673a\u5668\u4eba\u63a7\u5236\u4f7f\u7528\u6a21\u578b\u9884\u6d4b\u63a7\u5236\uff08MPC\uff09\u65b9\u6cd5\uff0c\u5c31\u50cf\u7ed9\u673a\u5668\u4eba\u4e00\u672c\u8be6\u7ec6\u7684\u300c\u52a8\u4f5c\u6307\u5357\u300d\u3002\u8fd9\u79cd\u65b9\u6cd5\u5f88\u53ef\u9760\uff0c\u4f46\u4e5f\u5f88\u4fdd\u5b88\u3002<\/section>\n
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\u8fd9\u7531\u4e8e\u8981\u6c42\u8ba1\u7b97\u673a\u8981\u5728\u4e8b\u4ef6\u53d1\u751f\u540e\u7acb\u5373\u54cd\u5e94\uff0c\u4e00\u65e6\u6ca1\u6709\u5728\u77ed\u65f6\u95f4\u5185\u5b8c\u6210\u590d\u6742\u7684\u8fd0\u52a8\u89c4\u5212\u548c\u63a7\u5236\uff0c\u53cd\u6620\u5230\u673a\u5668\u4eba\u8fd9\u91cc\u5c31\u662f\u52a8\u4f5c\u8fdf\u7f13\u6216\u51fa\u9519\u4e86\u3002<\/section>\n
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\u800c\u5f3a\u5316\u5b66\u4e60\u5219\u5b8c\u5168\u4e0d\u540c\u3002\u5b83\u5c31\u50cf\u8ba9\u673a\u5668\u4eba\u5728\u300c\u865a\u62df\u9053\u573a\u300d\u4e2d\u4e0d\u65ad\u7ec3\u4e60\uff0c\u627e\u5230\u6700\u4f18\u7684\u52a8\u4f5c\u65b9\u6848\u3002\u4e00\u65e6\u5b66\u4f1a\u4e86\uff0c\u8fd9\u4e9b\u6280\u80fd\u5c31\u80fd\u76f4\u63a5\u5e94\u7528\u5230\u73b0\u5b9e\u4e2d\u3002<\/section>\n
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\u5f3a\u5316\u5b66\u4e60\u4e0d\u4ec5\u80fd\u6700\u5927\u5316\u673a\u5668\u4eba\u7684\u6027\u80fd\uff0c\u8fd8\u80fd\u4f7f\u5176\u8868\u73b0\u66f4\u52a0\u53ef\u9760\u3002RAI \u7814\u7a76\u6240\u4e00\u76f4\u5728\u5b9e\u9a8c\u4e00\u6b3e\u5168\u65b0\u7684\u673a\u5668\u4eba \u2014\u2014 \u4e00\u8f86\u540d\u4e3a UMV \u7684\u81ea\u884c\u8f66\u3002\u5b83\u91c7\u7528\u4e86\u4e0e Spot \u9ad8\u901f\u5954\u8dd1\u65f6\u57fa\u672c\u76f8\u540c\u7684\u5f3a\u5316\u5b66\u4e60 RL \u6d41\u7a0b\uff0c\u7528\u4e8e\u5e73\u8861\u548c\u9a7e\u9a76\u8bad\u7ec3\uff0c\u5e76\u6210\u529f\u5b66\u4f1a\u4e86\u8dd1\u9177\u52a8\u4f5c\u3002<\/section>\n
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\u66f4\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cUMV \u6ca1\u6709\u914d\u5907\u4efb\u4f55\u5e73\u8861\u9640\u87ba\u4eea\uff0c\u800c\u662f\u5b8c\u5168\u4f9d\u9760 AI \u6765\u4fdd\u6301\u5e73\u8861\u7684\u3002<\/section>\n
<\/section>\n
\u300c\u5f3a\u5316\u5b66\u4e60\u7684\u5173\u952e\u5728\u4e8e\u53d1\u73b0\u65b0\u7684\u884c\u4e3a\uff0c\u5e76\u5728\u90a3\u4e9b\u96be\u4ee5\u5efa\u6a21\u7684\u590d\u6742\u6761\u4ef6\u4e0b\u4f7f\u5176\u53d8\u5f97\u7a33\u5065\u548c\u53ef\u9760\u3002\u8fd9\u6b63\u662f\u5f3a\u5316\u5b66\u4e60\u771f\u6b63\u5927\u653e\u5f02\u5f69\u7684\u5730\u65b9\u3002\u300dRAI \u7814\u7a76\u6240\u82cf\u9ece\u4e16\u529e\u516c\u5ba4\u4e3b\u4efb Marco Hutter \u8868\u793a\uff0c\u300c\u4e00\u65b9\u9762\uff0c\u5f3a\u5316\u5b66\u4e60\u5e2e\u52a9 UMV \u5728\u5404\u79cd\u60c5\u51b5\u4e0b\u4fdd\u6301\u7a33\u5b9a\u7684\u9a7e\u9a76\u80fd\u529b\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5b83\u8ba9\u6211\u4eec\u7406\u89e3\u673a\u5668\u4eba\u7684\u52a8\u6001\uff0c\u66f4\u597d\u5730\u5b9e\u73b0\u4e00\u4e9b\u65b0\u52a8\u4f5c\uff0c\u6bd4\u5982\u8df3\u4e0a\u6bd4\u5b83\u672c\u8eab\u8fd8\u9ad8\u7684\u684c\u5b50\u3002\u300d<\/section>\n
<\/section>\n
\u867d\u7136 UMV \u5df2\u7ecf\u80fd\u5f88\u719f\u7ec3\u5730\u505a\u5404\u79cd\u7279\u6280\u52a8\u4f5c\u4e86\uff0c\u4f46\u5bf9\u4e8e\u5b83\u6765\u8bf4\uff0c\u5b8c\u6210\u4e00\u4e9b\u770b\u4f3c\u7b80\u5355\u7684\u52a8\u4f5c\u751a\u81f3\u66f4\u96be\uff0c\u6bd4\u5982\u5012\u8f66\u3002<\/section>\n
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