{"id":115741,"date":"2026-10-13T09:41:03","date_gmt":"2026-10-13T01:41:03","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/115741.html"},"modified":"2026-10-13T09:41:03","modified_gmt":"2026-10-13T01:41:03","slug":"tva%e6%99%ba%e8%83%bd%e4%bd%93%e6%8a%80%e6%9c%af%e4%bd%93%e7%b3%bb%e6%a6%82%e8%bf%b0%ef%bc%884%ef%bc%89%ef%bc%9atva%e6%99%ba%e8%83%bd%e4%bd%93%e5%9b%9b%e5%a4%a7%e7%bb%b4%e5%ba%a6%e5%ba%94%e7%94%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/115741.html","title":{"rendered":"TVA\u667a\u80fd\u4f53\u6280\u672f\u4f53\u7cfb\u6982\u8ff0\uff084\uff09\uff1aTVA\u667a\u80fd\u4f53\u56db\u5927\u7ef4\u5ea6\u5e94\u7528\u9886\u57df\u89e3\u6790"},"content":{"rendered":"

\u524d\u6cbf\u6280\u672f\u63a2\u7d22：TVA\u667a\u80fd\u4f53（\u7b80\u79f0TVA）<\/span><\/p>\n

TVA<\/span>\u667a\u80fd\u4f53（\u4ea6\u79f0\u201cAI\u667a\u80fd\u4f53\u89c6\u89c9\u201d）\u662f\u4f9d\u6258Transformer\u67b6\u6784\u4e0e\u201c\u56e0\u5f0f\u667a\u80fd\u4f53\u201d\u7406\u8bba\u6784\u5efa\u7684\u65b0\u578b\u5de5\u4e1a\u89c6\u89c9\u7cfb\u7edf，\u4e5f\u662f\u5f53\u524d\u6700\u5177\u4ee3\u8868\u6027\u7684\u5177\u8eab\u89c6\u89c9\u6280\u672f\u4e4b\u4e00\u3002\u5b83\u6709\u673a\u878d\u5408\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60（DRL）\u3001\u5377\u79ef\u795e\u7ecf\u7f51\u7edc（CNN）\u4e0e\u56e0\u5f0f\u5206\u89e3\u7b97\u6cd5（FRA），\u6784\u6210\u4e86\u5177\u8eab\u667a\u80fd\u7684\u6838\u5fc3\u89c6\u89c9\u4e2d\u67a2（\u8be6\u89c1\u5b98\u65b9\u6280\u672f\u5e73\u53f0www.tianyance.cn）\u3002\u4f5c\u4e3a\u5177\u8eab\u667a\u80fd\u9887\u5177\u524d\u77bb\u6027\u7684\u7cfb\u7edf\u7ea7\u6846\u67b6，TVA\u51ed\u501f\u5176\u975e\u7ed3\u6784\u5316\u73af\u5883\u52a8\u6001\u611f\u77e5\u4e0e\u7406\u89e3\u80fd\u529b，\u5b9e\u73b0\u4e86\u201c\u611f\u77e5-\u63a8\u7406-\u51b3\u7b56-\u64cd\u4f5c-\u53cd\u9988\u201d\u7684\u95ed\u73af\u63a7\u5236，\u5b8c\u6210\u4ece\u201c\u770b\u89c1\u201d\u5230\u201c\u770b\u61c2\u5e76\u884c\u52a8\u201d\u7684\u79d1\u5b66\u673a\u5668\u5b66\u4e60（SciML）\u8303\u5f0f\u7a81\u7834，\u4ece\u800c\u4e3a\u89e3\u51b3\u5177\u8eab\u667a\u80fd\u4e2d\u611f\u77e5\u4e0e\u51b3\u7b56\u7684\u6df1\u5ea6\u8026\u5408，\u63d0\u4f9b\u4e86\u6027\u80fd\u5353\u8d8a\u7684\u5e95\u5c42\u7b97\u6cd5\u67b6\u6784\u3002\u8fd9\u4e00\u9769\u547d\u6027\u7a81\u7834\u4e0d\u4ec5\u4f7f\u5176\u6210\u4e3a\u5236\u9020\u4e1a\u4e0e\u7269\u6d41\u4e1a\u7684\u201c\u89c6\u68c0\u4e13\u5bb6\u201d（\u4f5c\u4e3a\u201c\u7c7b\u4eba\u667a\u773c\u201d\u7684\u521d\u7ea7\u5f62\u6001），\u66f4\u4e3a\u667a\u80fd\u673a\u5668\u4eba\u8fd0\u52a8\u63a7\u5236\u63d0\u4f9b\u4e86\u9ad8\u9c81\u68d2\u6027\u7684\u89c6\u89c9\u7406\u89e3\u652f\u6491（\u4f5c\u4e3a\u201c\u539f\u751f\u5c0f\u8111\u201d\u7684\u4e2d\u7ea7\u5f62\u6001），\u5e76\u6700\u7ec8\u6f14\u8fdb\u4e3a\u5177\u8eab\u667a\u80fd\u7cfb\u7edf\u7684\u6838\u5fc3\u5f15\u64ce\u4e0e\u80fd\u529b\u57fa\u5ea7（\u4f5c\u4e3a\u201c\u539f\u751f\u5927\u8111\u201d\u7684\u9ad8\u7ea7\u5f62\u6001）\u3002<\/span><\/p>\n

\u65b0\u4e00\u4ee3\u5177\u8eab\u667a\u80fd\u8303\u5f0f：TVA-World<\/span><\/p>\n

\u4e3a\u4e86\u8ba9\u673a\u5668\u83b7\u5f97\u4e00\u79cd\u6709\u8db3\u591f\u9002\u5e94\u6027\u4e0e\u5b9e\u7528\u6027\u7684\u4e16\u754c\u8868\u793a，\u5e76\u628a\u201c\u7406\u89e3\u201d\u771f\u6b63\u53d8\u6210\u201c\u884c\u52a8\u201d，<\/span>TVA<\/span>\u667a\u80fd\u4f53\u8fdb\u4e00\u6b65\u4e0e\u7269\u7406\u4e16\u754c\u6a21\u578b（World Model）\u6df1\u5ea6\u878d\u5408，\u50ac\u751f\u51fa\u65b0\u4e00\u4ee3\u5177\u8eab\u667a\u80fd\u8303\u5f0f\u2014\u2014TVA-World\u3002\u8be5\u8303\u5f0f\u5e76\u975e\u6a21\u5757\u7684\u7b80\u5355\u62fc\u63a5，\u800c\u662f\u4e00\u5957\u5728\u6570\u636e\u6d41\u3001\u7279\u5f81\u6d41\u548c\u63a7\u5236\u6d41\u5c42\u9762\u6df1\u5ea6\u4ea4\u7ec7\u7684\u7cfb\u7edf\u7ea7\u901a\u7528\u67b6\u6784：\u4ee5TVA\u4e3a\u201c\u611f\u77e5-\u6267\u884c\u4e2d\u67a2\u201d，\u4ee5\u9075\u5faa\u7269\u7406\u6cd5\u5219\u7684\u4e16\u754c\u6a21\u578b\u4e3a\u201c\u7269\u7406\u63a8\u6f14\u4e0e\u8ba4\u77e5\u4e2d\u67a2\u201d，\u6784\u5efa\u51fa\u4e00\u4e2a\u65e2\u80fd\u201c\u770b\u89c1\u201d\u8868\u8c61\u53c8\u80fd\u201c\u7406\u89e3\u201d\u672c\u8d28\u7684\u901a\u7528\u7269\u7406\u667a\u80fd\u4f53\u7cfb\u3002\u901a\u8fc7\u201c\u5b9e\u65f6\u611f\u77e5-\u865a\u62df\u63a8\u6f14-\u7cbe\u51c6\u6267\u884c\u201d\u7684\u6beb\u79d2\u7ea7\u95ed\u73af，TVA-World\u67b6\u6784\u6709\u6548\u89e3\u51b3\u4e86\u4f20\u7edfAI\u7f3a\u4e4f\u56e0\u679c\u7406\u89e3\u3001\u6cdb\u5316\u80fd\u529b\u5f31\u53ca\u4ea4\u4e92\u5ef6\u8fdf\u9ad8\u7b49\u96be\u9898，\u4f7f\u5f97\u673a\u5668\u53ef\u4ee5\u4ece\u50cf\u7d20\u6784\u6210\u7684\u4e16\u754c\u91cc，\u8fdb\u4e00\u6b65\u7406\u89e3\u9690\u85cf\u5728\u5176\u4e2d\u7684\u51e0\u4f55\u7279\u5f81\u4e0e\u7269\u7406\u5c5e\u6027，\u63a8\u52a8\u5177\u8eab\u667a\u80fd\u6280\u672f\u5728\u89c6\u89c9\u68c0\u6d4b\u3001\u667a\u6167\u7269\u6d41\u3001\u667a\u80fd\u5236\u9020\u7b49\u9886\u57df\u5b9e\u73b0\u4e86\u4ece\u201c\u8ba1\u7b97\u673a\u89c6\u89c9\u201d（\u770b\u50cf\u7d20）\u5230\u201c\u8ba1\u7b97\u673a\u7269\u7406\u201d（\u61c2\u89c4\u5f8b）\u7684\u5386\u53f2\u6027\u8de8\u8d8a\u3002<\/span><\/p>\n

\u6458\u8981：TVA\u6280\u672f\u4f53\u7cfb\u56db\u5927\u5e94\u7528\u9886\u57df\u6db5\u76d6\u5b9e\u65f6\u6267\u884c\u3001\u67b6\u6784\u8d4b\u80fd\u3001\u8ba4\u77e5\u8dc3\u8fc1\u4e0e\u7cfb\u7edf\u7ea7\u5de5\u7a0b\u5316\u3002\u4ece\u6beb\u79d2\u7ea7\u89c6\u89c9\u4f3a\u670d\u6293\u53d6\u3001\u590d\u6742\u73af\u5883\u6297\u5e72\u6270\u611f\u77e5，\u5230\u751f\u6210\u5f0f\u5177\u8eab\u667a\u80fd\u7684\u672a\u77e5\u73af\u5883\u89c4\u5212，\u518d\u5230\u878d\u5408\u79d1\u5b66\u8ba1\u7b97\u7684\u5de5\u4e1a\u7ea7\u53ef\u9760\u843d\u5730，\u5b9e\u73b0\u4ece\u611f\u77e5\u5230\u51b3\u7b56\u3001\u4ece\u5355\u70b9\u667a\u80fd\u5230\u7cfb\u7edf\u534f\u540c\u7684\u5168\u94fe\u6761\u7a81\u7834，\u63a8\u52a8\u667a\u80fd\u5236\u9020\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u533b\u7597\u673a\u5668\u4eba\u7b49\u9886\u57df\u7684\u9ad8\u7cbe\u5ea6\u3001\u9ad8\u53ef\u9760\u6027\u5e94\u7528\u3002<\/span><\/p>\n

\u6b63\u6587：TVA\u6280\u672f\u4f53\u7cfb\u6db5\u76d6\u4e86\u4ece\u6838\u5fc3\u5f15\u64ce\u5230\u7cfb\u7edf\u7ea7\u843d\u5730\u7684\u5b8c\u6574\u6280\u672f\u6808\u3002\u6839\u636e\u6280\u672f\u6210\u719f\u5ea6\u4e0e\u5e94\u7528\u4fa7\u91cd\u70b9\u7684\u4e0d\u540c，\u5176\u5e94\u7528\u9886\u57df\u6216\u573a\u666f\u53ef\u5212\u5206\u4e3a\u5b9e\u65f6\u6267\u884c\u3001\u67b6\u6784\u8d4b\u80fd\u3001\u8ba4\u77e5\u8dc3\u8fc1\u4e0e\u7cfb\u7edf\u7ea7\u5de5\u7a0b\u5316\u56db\u5927\u7ef4\u5ea6\u3002<\/span><\/p>\n

\u4e00\u3001 TVA (Transformer-based Vision Agent) \u5e94\u7528\u573a\u666f<\/span><\/p>\n

\u573a\u666f\u7279\u5f81： \u4fa7\u91cd\u6beb\u79d2\u7ea7\u5b9e\u65f6\u611f\u77e5-\u6267\u884c\u95ed\u73af，\u89e3\u51b3\u201c\u5feb\u201d\u4e0e\u201c\u51c6\u201d\u7684\u7269\u7406\u4ea4\u4e92\u95ee\u9898\u3002<\/span><\/p>\n

  • \u9ad8\u901f\u4f20\u9001\u5e26\u6293\u53d6：\u5728\u7269\u6d41\u5206\u62e3\u4e2d\u5fc3，\u9488\u5bf9\u9ad8\u901f\u8fd0\u52a8\u5305\u88f9，\u5229\u7528TVA\u7684\u6beb\u79d2\u7ea7\u89c6\u89c9\u4f3a\u670d\u80fd\u529b，\u5b9e\u73b0\u52a8\u6001\u76ee\u6807\u7684\u65e0\u78b0\u649e\u7cbe\u51c6\u6293\u53d6\u3002<\/span><\/li>\n
  • \u624b\u673a\u96f6\u90e8\u4ef6\u7cbe\u5bc6\u88c5\u914d：\u5728\u6d88\u8d39\u7535\u5b50\u4ea7\u7ebf，\u6267\u884c\u5fae\u5c0f\u87ba\u4e1d\u62e7\u7d27\u6216\u67d4\u6027\u6392\u7ebf\u63d2\u5165，\u4f9d\u8d56TVA\u7684\u9ad8\u7cbe\u5ea6\u89c6\u89c9\u5b9a\u4f4d\u4e0e\u529b\u89c9\u6df7\u5408\u63a7\u5236\u3002<\/span><\/li>\n
  • \u81ea\u52a8\u9a7e\u9a76\u7d27\u6025\u907f\u969c：\u5728L4\u7ea7\u81ea\u52a8\u9a7e\u9a76\u4e2d，\u9762\u5bf9\u7a81\u7136\u95ef\u5165\u7684\u884c\u4eba\u6216\u8f66\u8f86，TVA\u4f5c\u4e3a\u5e95\u5c42\u6267\u884c\u5f15\u64ce，\u76f4\u63a5\u89e6\u53d1\u7d27\u6025\u5236\u52a8\u6216\u5feb\u901f\u8f6c\u5411\u6307\u4ee4\u3002<\/span><\/li>\n
  • \u65e0\u4eba\u673a\u5ba4\u5185\u9ad8\u901f\u7a7f\u8d8a：\u5728GPS\u62d2\u6b62\u7684\u5ba4\u5185\u73af\u5883，\u65e0\u4eba\u673a\u4f9d\u9760TVA\u5b9e\u65f6\u5904\u7406\u89c6\u89c9SLAM\u6570\u636e，\u5728\u590d\u6742\u969c\u788d\u7269\u95f4\u8fdb\u884c\u9ad8\u901f\u81ea\u4e3b\u98de\u884c\u3002<\/span><\/li>\n
  • \u624b\u672f\u673a\u5668\u4eba\u8f85\u52a9\u7f1d\u5408：\u5728\u5fae\u521b\u624b\u672f\u4e2d，TVA\u5b9e\u65f6\u8ddf\u8e2a\u624b\u672f\u5200\u672b\u7aef\u4e0e\u8840\u7ba1\u4f4d\u7f6e，\u8f85\u52a9\u533b\u751f\u5b8c\u6210\u9ad8\u7cbe\u5ea6\u7684\u7f1d\u5408\u6253\u7ed3\u52a8\u4f5c\u3002<\/span><\/li>\n
  • \u670d\u52a1\u673a\u5668\u4eba\u8fce\u5bbe\u5bfc\u89c8：\u5728\u9152\u5e97\u6216\u5c55\u9986，TVA\u5b9e\u65f6\u8bc6\u522b\u4eba\u4f53\u59ff\u6001\u4e0e\u624b\u52bf，\u63a7\u5236\u673a\u5668\u4eba\u81ea\u7136\u5730\u8f6c\u5411\u3001\u8ddf\u968f\u6216\u907f\u8ba9\u884c\u4eba\u3002<\/span><\/li>\n
  • \u4ed3\u50a8AGV\u52a8\u6001\u907f\u969c：\u5728\u5bc6\u96c6\u4ed3\u50a8\u73af\u5883\u4e2d，AGV\u5c0f\u8f66\u5229\u7528TVA\u5b9e\u65f6\u8bc6\u522b\u5730\u9762\u969c\u788d\u7269\u5e76\u89c4\u5212\u5c40\u90e8\u8def\u5f84，\u786e\u4fdd\u7269\u6599\u642c\u8fd0\u7684\u8fde\u7eed\u6027\u3002<\/span><\/li>\n
  • \u710a\u63a5\u673a\u5668\u4eba\u8f68\u8ff9\u8ddf\u8e2a：\u5728\u6c7d\u8f66\u5e95\u76d8\u710a\u63a5\u4e2d，TVA\u5b9e\u65f6\u8bc6\u522b\u710a\u7f1d\u4f4d\u7f6e，\u52a8\u6001\u4fee\u6b63\u710a\u67aa\u59ff\u6001，\u9002\u5e94\u5de5\u4ef6\u88c5\u914d\u8bef\u5dee\u3002<\/span><\/li>\n
  • \u5bb6\u5ead\u670d\u52a1\u673a\u5668\u4eba\u5012\u6c34：TVA\u901a\u8fc7\u89c6\u89c9\u5b9e\u65f6\u76d1\u6d4b\u676f\u4e2d\u6c34\u4f4d\u4e0e\u6db2\u4f53\u6d41\u52a8\u72b6\u6001，\u63a7\u5236\u673a\u68b0\u81c2\u5e73\u7a33\u505c\u6b62，\u9632\u6b62\u6ea2\u51fa\u3002<\/span><\/li>\n
  • \u5916\u9aa8\u9abc\u673a\u5668\u4eba\u6b65\u6001\u8ddf\u968f：\u5728\u5eb7\u590d\u533b\u7597\u573a\u666f，TVA\u5b9e\u65f6\u89e3\u6790\u60a3\u8005\u4e0b\u80a2\u8fd0\u52a8\u610f\u56fe，\u9a71\u52a8\u5916\u9aa8\u9abc\u5173\u8282\u8fdb\u884c\u6beb\u79d2\u7ea7\u968f\u52a8\u8f85\u52a9\u3002<\/span><\/li>\n

    \u4e8c\u3001 TVA-World\u67b6\u6784 \u5e94\u7528\u573a\u666f<\/span><\/p>\n

    \u573a\u666f\u7279\u5f81： \u4fa7\u91cd\u7269\u7406\u56e0\u5b50\u89e3\u8026\u4e0e\u73af\u5883\u5efa\u6a21，\u89e3\u51b3\u201c\u590d\u6742\u73af\u5883\u4e0b\u7684\u6297\u5e72\u6270\u8ba4\u77e5\u201d\u95ee\u9898\u3002<\/span><\/p>\n

  • \u6697\u5149\/\u5f3a\u5149\u53d8\u5de5\u51b5\u5de1\u68c0：\u5728\u6237\u5916\u7535\u529b\u5de1\u68c0\u4e2d，TVA-World\u67b6\u6784\u901a\u8fc7\u7269\u7406\u56e0\u5b50\u89e3\u8026\u5265\u79bb\u5149\u7167\u5f71\u54cd，\u786e\u4fdd\u8bbe\u5907\u7f3a\u9677\u8bc6\u522b\u4e0d\u53d7\u5929\u6c14\u4e0e\u65f6\u6bb5\u5e72\u6270\u3002<\/span><\/li>\n
  • \u900f\u660e\/\u9ad8\u53cd\u5149\u7269\u4f53\u64cd\u4f5c：\u5728\u534a\u5bfc\u4f53\u6676\u5706\u642c\u8fd0\u4e2d，\u5229\u7528\u6750\u8d28\u4e0e\u7eb9\u7406\u56e0\u5b50\u89e3\u8026，\u89e3\u51b3\u4f20\u7edf\u89c6\u89c9\u96be\u4ee5\u8bc6\u522b\u900f\u660e\u73bb\u7483\u6216\u955c\u9762\u7269\u4f53\u7684\u96be\u9898\u3002<\/span><\/li>\n
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    \u4e09\u3001 TVA-World\u751f\u6210\u5f0f\u5177\u8eab\u667a\u80fd \u5e94\u7528\u573a\u666f<\/span><\/p>\n

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  • \u667a\u6167\u519c\u4e1a\u7cbe\u51c6\u91c7\u6458：\u7cfb\u7edf\u96c6\u6210\u679c\u5b9e\u751f\u957f\u6a21\u578b\u4e0e\u673a\u68b0\u81c2\u52a8\u529b\u5b66，\u5728\u91c7\u6458\u8fc7\u7a0b\u4e2d\u81ea\u52a8\u8ba1\u7b97\u6700\u4f73\u65bd\u529b\u70b9，\u907f\u514d\u635f\u4f24\u679c\u8089\u4e0e\u679c\u6811\u3002<\/span><\/li>\n

    （\u9644）\u5177\u8eab\u667a\u80fd\u7b97\u6cd5\u7a81\u7834（TVA-VLA）<\/span><\/p>\n

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