{"id":30635,"date":"2018-04-11T00:11:12","date_gmt":"2018-04-10T16:11:12","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=30635"},"modified":"2018-07-29T19:23:36","modified_gmt":"2018-07-29T11:23:36","slug":"%e8%aa%b0%e6%98%af%e6%8a%80%e8%a1%93%e8%b3%8a%ef%bc%9a%e7%84%a1%e4%ba%ba%e8%bb%8a%e5%85%88%e9%a9%85%e5%a6%82%e4%bd%95%e4%b8%9f%e6%8e%89%e9%a3%af%e7%a2%97%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=30635","title":{"rendered":"\u8ab0\u662f\u6280\u8853\u8cca\uff1a\u7121\u4eba\u8eca\u5148\u9a45\u5982\u4f55\u4e1f\u6389\u98ef\u7897\uff1f"},"content":{"rendered":"<p><strong><img fetchpriority=\"high\" decoding=\"async\" class=\"alignleft wp-image-30641\" src=\"http:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/04\/46131.jpeg\" alt=\"\" width=\"450\" height=\"312\" srcset=\"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/04\/46131.jpeg 980w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/04\/46131-600x416.jpeg 600w, https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/04\/46131-800x555.jpeg 800w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/>\u7de8\u8b6f\uff5c\u9673\u660e\u4f51<\/strong><\/p>\n<p>2017\u5e74\uff0c\u5b89\u6771\u5c3c\uff0e\u840a\u842c\u591a\u592b\u65af\u57fa\uff08Anthony Levandowski\uff09<a href=\"#_edn1\" name=\"_ednref1\">[i]<\/a>\u56e0\u70ba\u727d\u626f\u4e00\u6a01\u6280\u8853\u7aca\u53d6\u7591\u6848\uff0c\u4e0d\u610f\u6210\u70ba\u4e86\u7121\u4eba\u8eca\u9818\u57df\u53f2\u4e0a\u6700\u5927\u8a34\u8a1f\u6848\uff0d\uff0dUber \u5c0d\u6c7aWaymo\u6848\uff0d\uff0d\u7684\u6700\u6838\u5fc3\u89d2\u8272\u3002<\/p>\n<p>\u7a76\u7adf\u840a\u842c\u591a\u592b\u65af\u57fa\u662f\u8ab0\uff0c\u4f55\u4ee5\u6703\u5de6\u53f3\u5169\u5927\u4f01\u696d\u4e4b\u9593\u7684\u8a34\u8a1f\u52dd\u8ca0\uff1f\u9019\u4ef6\u8a34\u8a1f\u6848\u5c0d\u65bc\u6574\u500b\u7121\u4eba\u8eca\u9818\u57df\u53c8\u6709\u4f55\u610f\u7fa9\uff1f\u5c31\u8b93\u6211\u5011\u5f9e\u6574\u6a01\u6848\u4ef6\u7684\u958b\u7aef\u770b\u8d77\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u6545\u4e8b\u5982\u4f55\u958b\u59cb\uff1f<\/strong><\/span><\/p>\n<p>\u840a\u842c\u591a\u592b\u65af\u57fa\u5f9e\u535a\u58eb\u6642\u671f\u8d77\u5373\u53c3\u8207\u7121\u4eba\u8eca\u7af6\u8cfd\uff0c\u7576\u6642\u4ee5\u7af6\u8cfd\u4e2d\u7d55\u7121\u50c5\u6709\u7684\u7121\u4eba\u99d5\u99db\u6469\u6258\u8eca\u5c55\u73fe\u9a5a\u4eba\u624d\u80fd\uff0c\u96a8\u5f8c\u9032\u5165Google\u516c\u53f8\u5de5\u4f5c\uff0c\u53c3\u8207\u8857\u666f\u9805\u76ee\u7684\u958b\u767c\u3002\u4ed6\u4e5f\u66fe\u662fGoogle\u7121\u4eba\u8eca\u7814\u7a76\u9805\u76ee\u7684\u63a8\u624b\u4e4b\u4e00\uff0c\u56e0\u6b64\u53ef\u8aaa\u4e00\u76f4\u662f\u6574\u500b\u7121\u4eba\u8eca\u9818\u57df\u7684\u91cd\u8981\u62d3\u8352\u8005\u3002\u7136\u800c2016\u5e74\uff0c\u840a\u842c\u591a\u592b\u65af\u57fa\u96e2\u958b\u4efb\u8077\u4e5d\u5e74\u7684Google\uff0c\u81ea\u884c\u5275\u7acb\u4e86\u81ea\u99d5\u5361\u8eca\u516c\u53f8Otto\uff0c\u6c92\u60f3\u5230\u9019\u5c07\u6380\u8d77\u5f8c\u4f86\u7684\u5c64\u5c64\u6ce2\u703e\u3002<\/p>\n<p>Otto\u516c\u53f8\u96a8\u5f8c\u88ab\u539f\u5148\u5f9e\u4e8b\u8eca\u8f1b\u8f09\u5ba2\u670d\u52d9\u7684Uber\u516c\u53f8\u6536\u8cfc\uff0c\u6210\u4e86Uber\u516c\u53f8\u5e95\u4e0b\u91cd\u8981\u7684\u7814\u7a76\u90e8\u9580\uff0c\u81f4\u529b\u65bc\u8f09\u5ba2\u7121\u4eba\u8eca\u7684\u7814\u7a76\u3002\u4f46\u5c31\u5728\u53bb\u5e74\u4e8c\u6708\uff0c\u5f9e\u4e8b\u7121\u4eba\u8eca\u958b\u767c\u7684Waymo\u516c\u53f8\uff08\u539f\u5148\u96b8\u5c6cGoogle\u5e95\u4e0b\uff0c\u5f8c\u4f86\u7368\u7acb\u6210\u70ba\u53e6\u4e00\u9593\u516c\u53f8\uff0c\u73fe\u5728\u548cGoogle\u5c6c\u65bc\u540c\u4e00\u6bcd\u516c\u53f8Alphabet\uff09\uff0c\u537b\u63a7\u544aUber\u548cOtto\u527d\u7aca\u4e86\u4ed6\u5011\u7684\u7814\u7a76\u6210\u679c\u3002Waymo\u6307\u51fa\uff0c\u840a\u842c\u591a\u592b\u65af\u57fa\u5728\u96e2\u8077\u4ee5\u524d\u5927\u91cf\u4e0b\u8f09\u4e86\u8207\u7121\u4eba\u8eca\u76f8\u95dc\u7684\u6280\u8853\u6587\u4ef6\uff0c\u4e26\u8a8d\u70ba\u4ed6\u5c07\u6280\u8853\u651c\u81f3\u4ed6\u81ea\u5df1\u7684\u516c\u53f8Otto\uff0c\u76ee\u7684\u662f\u52a0\u901f\u4ed6\u81ea\u5df1\u7684\u7121\u4eba\u8eca\u958b\u767c\u4e8b\u696d\u3002\u65bc\u662f\uff0c\u9019\u8d77\u6d89\u53ca\u5169\u5927\u516c\u53f8\u7684\u8a34\u8a1f\u6848\uff0c\u5c31\u6b64\u74b0\u7e5e\u65bc\u840a\u842c\u591a\u592b\u65af\u57fa\u662f\u5426\u632a\u7528\u4e86\u5728Google\u53d6\u5f97\u7684\u6280\u8853\u65bc\u5f8c\u7e8c\u7814\u767c\u4e4b\u4e0a\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u96d9\u65b9\u4e3b\u5f35<\/strong><\/span><\/p>\n<p>\u7531\u65bc\u96d9\u65b9\u7684\u7121\u4eba\u8eca\u90fd\u4ecd\u5728\u958b\u767c\u968e\u6bb5\uff0c\u8a34\u8a1f\u5c31\u4e0d\u6d89\u53ca\u5c08\u5229\u554f\u984c\uff0c\u800c\u95dc\u65bc\u840a\u842c\u591a\u592b\u65af\u57fa\u662f\u5426\u7aca\u53d6\u6587\u4ef6\uff0c\u5247\u6703\u662f\u4ed6\u500b\u4eba\u7684\u7f6a\u8cac\uff0c\u56e0\u6b64\u9019\u4ef6\u8a34\u8a1f\u6848\u7684\u722d\u9ede\uff0c\u4e3b\u8981\u843d\u5728Uber\u662f\u5426\u61c9\u7528\u4e86Waymo\u7684\u5546\u696d\u79d8\u5bc6\uff08trade secret\uff09\u4e4b\u4e0a\u3002<\/p>\n<p>\u6839\u64da\u7d10\u7d04\u6642\u5831\u7684\u5831\u5c0e<a href=\"#_edn2\" name=\"_ednref2\">[ii]<\/a>\uff0c\u5169\u9593\u516c\u53f8\u5404\u6709\u7acb\u5834\uff1aUber\u8a8d\u70ba\u5b83\u5011\u4e26\u672a\u4f7f\u7528\u5230Waymo\u7684\u5546\u696d\u79d8\u5bc6\uff0c\u56e0\u70ba\u5b83\u5011\u6240\u4f7f\u7528\u7684\u5168\u90e8\u6280\u8853\u90fd\u662f\u5b83\u5011\u6709\u80fd\u529b\u81ea\u884c\u7814\u767c\u7684\uff0c\u4e0d\u9808\u4ef0\u8cf4\u840a\u842c\u591a\u592b\u65af\u57fa\u7684\u7814\u7a76\u3002\u53e6\u5916\uff0cUber\u4e5f\u6307\u51fa\uff0c\u5373\u4f7f\u5b83\u5011\u771f\u7684\u7528\u5230\u4e86Waymo\u7684\u5546\u696d\u79d8\u5bc6\uff0cUber\u4e5f\u672a\u56e0\u6b64\u7372\u5229\uff0c\u7562\u7adf\u7121\u4eba\u8eca\u4ecd\u5728\u958b\u767c\u4e2d\uff0c\u4e14\u7121\u8ad6\u5982\u4f55\uff0c\u9019\u6a23\u7684\u8cac\u4efb\u4e5f\u4e0d\u5728\u5b83\u5011\uff0d\uff0d\u5b83\u5011\u65e9\u5df2\u544a\u8aa1\u840a\u842c\u591a\u592b\u65af\u57fa\u4e0d\u8981\u4f7f\u7528\u4f86\u81eaWaymo\u516c\u53f8\u7684\u6280\u8853\u4e86\u3002<\/p>\n<p>Waymo\u5247\u8a8d\u70baUber\u4ecd\u76dc\u7528\u4e86\u4ed6\u5011\u7684\u5546\u696d\u6a5f\u5bc6\u3002\u5176\u4e2d\u4e00\u9805\u6a5f\u5bc6\u662fWaymo\u5728\u7814\u767c\u904e\u7a0b\u4e2d\u6295\u6ce8\u5927\u91cf\u8cc7\u91d1\u3001\u53cd\u8986\u5be6\u9a57\u800c\u5f97\u7684\u91cd\u8981\u6578\u64da\uff0c\u6709\u4e86\u9019\u4e9b\u6578\u64da\uff0cWaymo\u65bc\u662f\u5f97\u4ee5\u77e5\u9053\u4ec0\u9ebc\u65b9\u6cd5\u53ef\u884c\u3001\u4ec0\u9ebc\u65b9\u6cd5\u4e0d\u53ef\u884c\u3002\u4f46\u840a\u842c\u591a\u592b\u65af\u57fa\u900f\u904e\u632a\u7528\u9019\u4e9b\u6578\u64da\uff0c\u76f4\u63a5\u8df3\u904e\u4e86\u7814\u767c\u904e\u7a0b\u4e2d\u7684\u6478\u7d22\u671f\uff0c\u800c\u5f8c\u651c\u5176\u6210\u679c\u9032\u5165Uber\uff0c\u56e0\u6b64Waymo\u81ea\u7136\u8a8d\u70baUber\u4f7f\u7528\u5230\u4e86\u5b83\u5011\u7684\u6280\u8853\u3002\u53e6\u5916\u5e7e\u9805\u6a5f\u5bc6\uff0c\u5247\u6d89\u53caWaymo\u95dc\u65bc\u5149\u9054\uff08light detection and ranging, LIDAR\uff09\u7684\u6280\u8853\u7a81\u7834\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u5149\u9054\u8207Waymo<\/strong><strong>\u7121\u4eba\u8eca<\/strong><\/span><\/p>\n<p>\u5728\u7121\u4eba\u8eca\u9818\u57df\uff0c\u91cd\u5927\u7684\u554f\u984c\u4e4b\u4e00\u662f\u5982\u4f55\u8b93\u8eca\u5b50\u5728\u6301\u7e8c\u79fb\u52d5\u7684\u60c5\u6cc1\u4e0b\uff0c\u4ecd\u80fd\u6e96\u78ba\u5efa\u51fa\u5468\u906d\u74b0\u5883\u7684\u6a21\u578b\uff0c\u56e0\u6b64\u6e2c\u8ddd\u6280\u8853\u59cb\u7d42\u81f3\u95dc\u91cd\u8981\u3002\u5149\u9054\u6b63\u662f\u7121\u4eba\u8eca\u9818\u57df\u7d93\u5e38\u4f7f\u7528\u7684\u4e00\u7a2e\u96f7\u5c04\u6e2c\u8ddd\u611f\u6e2c\u5668\uff0c\u5b83\u76f8\u4f3c\u65bc\u96f7\u9054\uff0c\u4f46\u76f8\u8f03\u65bc\u4ee5\u7121\u7dda\u96fb\u6ce2\u6e2c\u8ddd\u7684\u96f7\u9054\u6709\u66f4\u9ad8\u7684\u7cbe\u78ba\u5ea6\uff0c\u9019\u662f\u56e0\u70ba\u96f7\u5c04\u7684\u6ce2\u9577\u6bd4\u7121\u7dda\u96fb\u6ce2\u66f4\u77ed\uff0c\u6240\u4ee5\u5149\u9054\u80fd\u5920\u6e2c\u91cf\u5230\u66f4\u5fae\u5c0f\u7684\u8ddd\u96e2\u8b8a\u5316\u3002\u5149\u9054\u7684\u539f\u7406\u4e5f\u76f8\u4f3c\u65bc\u96f7\u9054\uff0c\u662f\u5229\u7528\u6301\u7e8c\u65cb\u8f49\u65b9\u5411\u7684\u96f7\u5c04\u5c04\u5411\u56db\u9762\u516b\u65b9\u7684\u74b0\u5883\uff0c\u7576\u96f7\u5c04\u5f9e\u7269\u9ad4\u8868\u9762\u5f48\u56de\uff0c\u900f\u904e\u8a08\u7b97\u53cd\u5f48\u6642\u9593\uff0c\u5c31\u80fd\u77e5\u9053\u5468\u906d\u7269\u4ef6\u7684\u8ddd\u96e2\u3002<\/p>\n<p>\u4e0d\u904e\u5149\u9054\u4e5f\u6709\u5176\u554f\u984c\uff1a\u5149\u9054\u7684\u6210\u672c\u59cb\u7d42\u5c45\u9ad8\u4e0d\u4e0b\uff0c\u9019\u8b93\u5fc5\u9808\u4f7f\u7528\u5b83\u5011\u7684\u7121\u4eba\u8eca\u4f3c\u4e4e\u4e0d\u53ef\u80fd\u666e\u53ca\u65bc\u5927\u773e\u3002\u6176\u5e78\u7684\u662f\uff0cWaymo\u6210\u529f\u5728\u53bb\u5e74\u5927\u5e45\u964d\u4f4e\u4e86\u5149\u9054\u88dd\u7f6e\u7684\u6210\u672c<a href=\"#_edn3\" name=\"_ednref3\">[iii]<\/a>\uff0c\u5728\u5148\u524d\u7684\u7121\u4eba\u8eca\u6a21\u578b\u4e2d\uff0c\u4f7f\u7528\u7684\u611f\u6e2c\u5668Velodyne HDL-64E\u5149\u9054\u7d04\u9700\u8017\u8cbb\u4e03\u842c\u4e94\u5343\u7f8e\u5143\uff0c\u662f\u7121\u4eba\u8eca\u4e0a\u6700\u6602\u8cb4\u7684\u90e8\u4efd\uff0c\u800c\u73fe\u5728\u53ea\u9700\u539f\u5148\u82b1\u8cbb\u7684\u4e00\u6210\uff0c\u5982\u6b64\u4e00\u4f86\uff0c\u7121\u4eba\u8eca\u7684\u666e\u53ca\u4f3c\u4e4e\u6307\u65e5\u53ef\u5f85\u3002<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u6280\u8853\u662f\u8ab0\u7684\u7955\u5bc6\uff1f<\/strong><\/span><\/p>\n<p>\u7136\u800c\uff0c\u840a\u842c\u591a\u592b\u65af\u57fa\u5728Google\u671f\u9593\u6070\u597d\u4e5f\u53c3\u8207\u4e86\u5149\u9054\u7684\u7814\u767c\uff0c\u9019\u6210\u70ba\u6574\u6a01\u8a34\u8a1f\u6848\u7684\u96e3\u89e3\u4e4b\u8655\u3002\u7531\u65bc\u5149\u9054\u662f\u7121\u4eba\u8eca\u95dc\u9375\u6280\u8853\uff0c\u800c\u840a\u842c\u591a\u592b\u65af\u57fa\u5728\u5169\u8655\u7684\u7814\u7a76\u4e2d\u90fd\u66fe\u626e\u6f14\u8981\u89d2\uff0c\u90a3\u9ebc\uff0c\u7a76\u7adf\u5982\u4f55\u5224\u5b9a\u4ed6\u662f\u5426\u5c07\u5148\u524d\u7684\u7814\u767c\u6210\u679c\u7528\u65bcOtto\u7684\u5149\u9054\u958b\u767c\uff1f\u53c8\uff0c\u5982\u679c\u4ed6\u5c07\u81ea\u5df1\u5148\u524d\u53c3\u8207\u7684\u7814\u7a76\u4e4b\u6210\u679c\u61c9\u7528\u81f3\u5f8c\u4f86\u7684\u7814\u7a76\u4e2d\uff0c\u771f\u7684\u4e0d\u5408\u7406\u55ce\uff1f\u56e0\u6b64\uff0c\u6216\u8a31\u5c0d\u65bc\u7121\u4eba\u8eca\u9818\u57df\u4f86\u8aaa\uff0c\u672c\u8d77\u8a34\u8a1f\u6848\u66f4\u5927\u7684\u610f\u7fa9\u5728\u65bc\u5f15\u767c\u4e86\u6709\u95dc\u6280\u8853\u6240\u6709\u6b0a\u7684\u91cd\u5927\u7591\u554f\uff1a\u7a76\u7adf\u8ab0\u771f\u6b63\u300c\u64c1\u6709\u300d\u6280\u8853\uff1f<\/p>\n<p>Waymo\u516c\u53f8\u7684\u7acb\u5834\u50be\u5411\u8a8d\u70ba\u840a\u842c\u591a\u65af\u57fa\u53d6\u8d70\u4e86\u5b83\u5011\u7684\u5546\u696d\u6a5f\u5bc6\uff0c\u56e0\u70ba\u9019\u4e9b\u6280\u8853\u7d30\u7bc0\u90fd\u662f\u5728\u5b83\u5011\u7684\u8cc7\u91d1\u63f4\u52a9\u5e95\u4e0b\u7522\u751f\uff0c\u7136\u800c\uff0c\u4f5c\u70ba\u7121\u4eba\u8eca\u9818\u57df\u7684\u5148\u9a45\u8005\uff0c\u540c\u6642\u53c8\u66fe\u5728Google\u7121\u4eba\u8eca\u9805\u76ee\u4efb\u8077\uff0c\u840a\u842c\u591a\u592b\u65af\u57fa\u537b\u53ef\u80fd\u624d\u662f\u5be6\u8cea\u63a8\u52d5\u9019\u4e9b\u6280\u8853\u7a81\u7834\u7684\u4eba\u4e4b\u4e00\u3002\u6b64\u5916\uff0c\u9019\u4e9b\u6280\u8853\u7d30\u7bc0\u4e0d\u4e5f\u662f\u7814\u7a76\u8005\u5728\u7814\u7a76\u904e\u7a0b\u4e2d\u7372\u5f97\u7684\u77e5\u8b58\uff0c\u96e3\u9053\u771f\u7684\u5982Waymo\u6240\u8aaa\u662f\u7531\u5b83\u5011\u64c1\u6709\u7684\u55ce\uff1f<\/p>\n<p>\u503c\u5f97\u6211\u5011\u6df1\u601d\u7684\u662f\uff0c\u6280\u8853\u77e5\u8b58\u8207\u5546\u696d\u6a5f\u5bc6\u7684\u754c\u7dda\u5230\u5e95\u662f\u4ec0\u9ebc\uff1f\u53e6\u5916\uff0c\u5982\u679c\u7814\u7a76\u8005\u7372\u5f97\u7684\u77e5\u8b58\u53ea\u80fd\u7531\u6a5f\u69cb\u7368\u5360\uff0c\u6703\u4e0d\u6703\u56e0\u6b64\u963b\u7919\u77e5\u8b58\u7684\u6d41\u52d5\uff0c\u53c8\u6703\u4e0d\u6703\u627c\u6bba\u8a72\u7814\u7a76\u9818\u57df\u7684\u767c\u5c55\uff1f<\/p>\n<p><span style=\"color: #008080;\"><strong>\u25cf\u9918\u6ce2<\/strong><\/span><\/p>\n<p>\u5982\u679c\u4f60\u597d\u5947\u5f8c\u7e8c\uff0d\uff0d\u840a\u842c\u591a\u592b\u65af\u57fa\u5148\u662f\u88ab\u4e0b\u4ee4\u7981\u6b62\u7e7c\u7e8c\u53c3\u8207Otto\u7684\u5149\u9054\u9805\u76ee\uff0c\u53c8\u56e0\u70ba\u300c\u4e0d\u9858\u914d\u5408\u516c\u53f8\u5167\u90e8\u8abf\u67e5\u300d\u7684\u7406\u7531\uff0c\u906d\u5230Uber\u516c\u53f8\u958b\u9664\uff0c\u66ab\u6642\u7d50\u675f\u4e86\u4ed6\u9577\u4e45\u6295\u5165\u7684\u7121\u4eba\u8eca\u4e8b\u696d\u3002\u800c\u76f4\u5230\u4e0a\u500b\u6708\uff0c\u9019\u6a01\u8a34\u8a1f\u6848\u7d42\u65bc\u6709\u4e86\u7d50\u679c\uff0cUber\u627f\u8afe\u4e0d\u518d\u4f7f\u7528\u548cWaymo\u76f8\u95dc\u7684\u6280\u8853\uff0c\u96d9\u65b9\u9054\u6210\u548c\u89e3<a href=\"#_edn4\" name=\"_ednref4\">[iv]<\/a>\u3002<\/p>\n<p>\u4ee4\u4eba\u51fa\u4e4e\u610f\u6599\u7684\u7d50\u5c40\u662f\uff0c\u840a\u842c\u591a\u592b\u65af\u57fa\u5ba3\u4f48\u5275\u7acb\u4e00\u500b\u4eba\u5de5\u667a\u6167\u5b97\u6559<a href=\"#_edn5\" name=\"_ednref5\">[v]<\/a>\uff0c\u4ed6\u5011\u76f8\u4fe1\u8d85\u7d1a\u667a\u80fd\u7d42\u5c07\u5230\u4f86\uff0c\u4e26\u4e14\u4e3b\u5f35\u4eba\u985e\u61c9\u8a72\u653e\u4e0b\u4ee5\u4eba\u70ba\u4e2d\u5fc3\u7684\u601d\u7dad\uff0c\u6e96\u5099\u597d\u8207\u65b0\u7684\u300c\u7269\u7a2e\u300d\u5171\u751f\u7684\u672a\u4f86\u3002\u4f3c\u4e4e\u5728\u7121\u4eba\u8eca\u4e4b\u5f8c\uff0c\u4ed6\u518d\u6b21\u6210\u70ba\u4e86\u4e00\u500b\u9818\u57df\u7684\u5148\u9a45\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u8a3b\u89e3\uff1a<\/strong><\/p>\n<p><a href=\"#_ednref1\" name=\"_edn1\">[i]<\/a>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/Anthony_Levandowski\" target=\"_blank\" rel=\"noopener noreferrer\"> \u840a\u842c\u591a\u592b\u65af\u57fa\u4ecb\u7d39<\/a><br \/>\n<a href=\"#_ednref2\" name=\"_edn2\">[ii]<\/a>\u00a0\u00a0\u00a0\u00a0\u00a0 <a href=\"https:\/\/www.nytimes.com\/2018\/01\/30\/technology\/waymo-uber-lawsuit.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u7d10\u7d04\u6642\u5831\u5831\u5c0e<\/a><br \/>\n<a href=\"#_ednref3\" name=\"_edn3\">[iii]<\/a>\u00a0\u00a0\u00a0\u00a0 <a href=\"https:\/\/arstechnica.com\/cars\/2017\/01\/googles-waymo-invests-in-lidar-technology-cuts-costs-by-90-percent\/\" target=\"_blank\" rel=\"noopener noreferrer\">Waymo\u7684\u5149\u9054\u6280\u8853\u7a81\u7834<\/a><br \/>\n<a href=\"#_ednref4\" name=\"_edn4\">[iv]<\/a>\u00a0\u00a0\u00a0\u00a0 <a href=\"https:\/\/arstechnica.com\/tech-policy\/2018\/02\/its-all-over-why-the-waymo-v-uber-self-driving-settlement-makes-sense\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u8a34\u8a1f\u6848\u7d50\u679c<\/a><br \/>\n<a href=\"#_ednref5\" name=\"_edn5\">[v]<\/a>\u00a0\u00a0\u00a0\u00a0\u00a0 <a href=\"http:\/\/www.wayofthefuture.church\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u4eba\u5de5\u667a\u6167\u5b97\u6559<\/a><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/line.me\/R\/ti\/p\/%40fcx6182w\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" class=\"alignnone\" src=\"https:\/\/scdn.line-apps.com\/n\/line_add_friends\/btn\/zh-Hant.png\" alt=\"\u52a0\u5165\u597d\u53cb\" width=\"212\" height=\"36\" border=\"0\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2017\u5e74\uff0c\u5b89\u6771\u5c3c\uff0e\u840a\u842c\u591a\u592b\u65af\u57fa\uff08Anthony Levandowski\uff09[i]\u56e0\u70ba\u727d\u626f\u4e00\u6a01\u6280\u8853\u7aca\u53d6\u7591\u6848\uff0c\u4e0d\u610f\u6210\u70ba\u4e86\u7121\u4eba\u8eca\u9818\u57df\u53f2\u4e0a\u6700\u5927\u8a34\u8a1f\u6848\uff0d\uff0dUber \u5c0d\u6c7aWaymo\u6848\uff0d\uff0d\u7684\u6700\u6838\u5fc3\u89d2\u8272\u3002<br \/>\n\u7a76\u7adf\u840a\u842c\u591a\u592b\u65af\u57fa\u662f\u8ab0\uff0c\u4f55\u4ee5\u6703\u5de6\u53f3\u5169\u5927\u4f01\u696d\u4e4b\u9593\u7684\u8a34\u8a1f\u52dd\u8ca0\uff1f\u9019\u4ef6\u8a34\u8a1f\u6848\u5c0d\u65bc\u6574\u500b\u7121\u4eba\u8eca\u9818\u57df\u53c8\u6709\u4f55\u610f\u7fa9\uff1f\u5c31\u8b93\u6211\u5011\u5f9e\u6574\u6a01\u6848\u4ef6\u7684\u958b\u7aef\u770b\u8d77\u3002<\/p>\n","protected":false},"author":20,"featured_media":30641,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[3008,3789,3790,3788],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2018\/04\/46131.jpeg","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/30635"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=30635"}],"version-history":[{"count":5,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/30635\/revisions"}],"predecessor-version":[{"id":31985,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/30635\/revisions\/31985"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/30641"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=30635"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=30635"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=30635"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}