{"id":35565,"date":"2024-12-27T10:00:02","date_gmt":"2024-12-27T02:00:02","guid":{"rendered":"https:\/\/17aitech.com\/?p=35565"},"modified":"2024-12-27T10:00:02","modified_gmt":"2024-12-27T02:00:02","slug":"acl%e6%9d%b0%e5%87%ba%e8%ae%ba%e6%96%87%e5%a5%96%ef%bd%9cgpt-4v%e6%9a%b4%e9%9c%b2%e8%87%b4%e5%91%bd%e7%bc%ba%e9%99%b7%ef%bc%9fjhu%e7%ad%89%e5%8f%91%e5%b8%83%e9%a6%96%e4%b8%aa%e5%a4%9a%e6%a8%a1","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35565","title":{"rendered":"ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-11\" target=\"_blank\">ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b6907f82ec7cc3a47cb2383d4517df50.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b6907f82ec7cc3a47cb2383d4517df50.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section><strong>\u672c\u6587\u7b2c\u4e00\u4f5c\u8005\u4e3a Chuanyang Jin (\u91d1\u5ddd\u6768)\uff0c\u672c\u79d1\u6bd5\u4e1a\u4e8e\u7ebd\u7ea6\u5927\u5b66\uff0c\u5373\u5c06\u524d\u5f80\u00a0JHU\u00a0\u8bfb\u535a\u3002\u672c\u6587\u4e3a\u4ed6\u672c\u79d1\u671f\u95f4\u5728 MIT \u8bbf\u95ee\u65f6\u7684\u5de5\u4f5c\uff0c\u4ed6\u662f\u6700\u5e74\u8f7b\u7684\u6770\u51fa\u8bba\u6587\u5956\u83b7\u5f97\u8005\u4e4b\u4e00\u3002<\/strong><strong>\u672c\u6587\u7684\u6307\u5bfc\u8001\u5e08\u4e3a Tianmin Shu (\u8212\u5929\u6c11)\uff0cJHU \u52a9\u7406\u6559\u6388\uff0cSocial Cognitive AI Lab \u7684\u4e3b\u4efb\u3002\u535a\u58eb\u5e08\u4ece\u00a0UCLA\u00a0<mark data-type=\"experts\" data-id=\"708b6693-112a-4850-9b68-d09760476a8c\">\u6731\u677e\u7eaf<\/mark>\u6559\u6388\uff0c\u5728 MIT \u5b8c\u6210\u535a\u540e\uff0c\u81f4\u529b\u4e8e\u6784\u5efa\u80fd\u591f\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u7406\u89e3\u3001\u63a8\u7406\u548c\u4e0e\u4eba\u7c7b\u4e92\u52a8\u7684\u793e\u4f1a\u667a\u80fd\u7cfb\u7edf\uff0c\u4ece\u800c\u63a8\u8fdb\u4ee5\u4eba\u4e3a\u4e2d\u5fc3\u7684 AI\u3002\u672c\u6587\u53e6\u5916\u4e24\u4f4d\u6307\u5bfc\u8001\u5e08 Joshua B. Tenenbaum\u3001Antonio Torralba \u4e3a MIT \u8457\u540d\u6559\u6388\uff0cgoogle scholar\u00a0\u5f15\u7528\u91cf\u5747\u5728 10 \u4e07\u4ee5\u4e0a\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u5fc3\u667a\u80fd\u529b\uff08Theory of Mind\uff0cToM\uff09\uff0c\u5373\u7406\u89e3\u4eba\u4eec\u601d\u7ef4\u7684\u80fd\u529b\uff0c\u662f\u5f00\u53d1\u5177\u6709\u7c7b\u4eba\u793e\u4f1a\u667a\u80fd\u7684 AI \u6a21\u578b\u7684\u91cd\u8981\u57fa\u7840\u3002<\/section>\n<section><\/section>\n<section>\u8fd1\u65e5\uff0c\u6765\u81ea JHU, NYU, MIT, Harvard \u7b49\u673a\u6784\u7684\u7814\u7a76\u56e2\u961f\u5f00\u521b\u4e86\u7b2c\u4e00\u4e2a\u591a\u6a21\u6001\u7684 ToM \u6d4b\u8bd5<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\uff0c\u53d1\u73b0\u73b0\u6709\u7684\u591a\u6a21\u6001\u6a21\u578b\u548c LLM \u90fd\u8868\u73b0\u5b58\u5728\u7cfb\u7edf\u6027\u7f3a\u9677\uff0c\u540c\u65f6\u4ed6\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u6709\u6548\u7684\u65b0\u65b9\u6cd5\u3002\u5728\u521a\u7ed3\u675f\u7684 ACL 2024 \u4f1a\u8bae\u4e2d\uff0c\u8fd9\u7bc7\u8bba\u6587\u83b7\u5f97\u6770\u51fa\u8bba\u6587\u5956\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-44bc8a6232b25565cd291d0bc9ffb460.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-44bc8a6232b25565cd291d0bc9ffb460.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aMMToM-QA: Multimodal Theory of Mind Question Answering<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740: https:\/\/arxiv.org\/abs\/2401.08743<\/section>\n<\/li>\n<li>\n<section>\u7f51\u7ad9: https:\/\/chuanyangjin.com\/mmtom-qa<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801: https:\/\/github.com\/chuanyangjin\/MMToM-QA<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>MMToM-QA<\/strong><\/section>\n<section><strong>\u7b2c\u4e00\u4e2a\u591a\u6a21\u6001\u7684 ToM benchmark<\/strong><\/section>\n<section><\/section>\n<section>\u5148\u524d\u6240\u6709\u5fc3\u667a\u80fd\u529b\u7684\u6d4b\u8bd5<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u90fd\u662f\u5355\u4e00\u6a21\u6001\u7684\u3002MMToM-QA \u662f\u7b2c\u4e00\u4e2a\u591a\u6a21\u6001\u7684\u5fc3\u667a\u80fd\u529b\u6d4b\u8bd5<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u3002\u5176\u4e2d\u6bcf\u4e2a\u95ee\u9898\u5305\u542b\u4e09\u90e8\u5206\uff1a\u4e00\u4e2a\u4eba\u7684\u6d3b\u52a8\u89c6\u9891\uff0c\u73af\u5883\u548c\u4eba\u7c7b\u52a8\u4f5c\u7684\u6587\u5b57\u63cf\u8ff0\u4e0e\u4e00\u4e2a ToM \u95ee\u9898\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/fRa138rmFsv8W8JOYcsAPA\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9007871106836b78bde6adcf8022de9e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9007871106836b78bde6adcf8022de9e.png\"><\/a><\/a><\/section>\n<section>\u6b64\u524d\uff0c\u5927\u90e8\u5206\u7684\u5fc3\u667a\u80fd\u529b\u6d4b\u8bd5<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u90fd\u4f7f\u7528\u8f83\u7b80\u5355\u7684\u6a21\u7248\uff0c\u6587\u5b57\u6216\u89c6\u9891\u7684\u957f\u5ea6\u5f88\u77ed\u3002MMToM-QA \u8981\u6c42\u5728\u66f4\u957f\u7684\u4e0a\u4e0b\u6587\u4e0b\uff0c\u66f4\u590d\u6742\u591a\u6837\u7684\u73af\u5883\u4e0b\u7cfb\u7edf\u6027\u8861\u91cf\u6a21\u578b\u7684\u5fc3\u667a\u80fd\u529b\u3002\u65e2\u8003\u5bdf belief\uff08\u4eba\u4eec\u6240\u8ba4\u4e3a\u7684\uff09\uff0c\u4e5f\u8003\u5bdf goal\uff08\u4eba\u4eec\u7684\u76ee\u6807\uff09\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-596ab9cbb4953923394b6459ebb9ece4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-596ab9cbb4953923394b6459ebb9ece4.png\"><\/a><\/p>\n<section>\u4e3a\u4e86\u751f\u6210\u8fd9\u4e9b\u89c6\u9891\uff0c\u8be5\u56e2\u961f\u4f7f\u7528 VirtualHome-Social \u6a21\u62df\u5668\u6765\u4e2d\u751f\u6210\u4e00\u7cfb\u5217\u4eba\u7269\u52a8\u4f5c\uff0c\u5e76\u6e32\u67d3\u5408\u6210\u89c6\u9891\u3002\u63a5\u4e0b\u6765\uff0c\u4f7f\u7528\u4e00\u4e2a\u6a21\u578b\u6765\u8ddf\u8e2a\u8bb0\u5f55\u5728\u89c6\u9891\u7684\u6bcf\u4e2a\u65f6\u523b\u4e2d agent \u6240\u6709\u53ef\u80fd\u7684\u76ee\u6807\u548c\u60f3\u6cd5\uff0c\u636e\u6b64\u751f\u6210\u95ee\u9898\uff0c\u5e76\u4f7f\u7528 GPT-4 \u751f\u6210\u6539\u8fdb\u95ee\u9898\u7684\u63cf\u8ff0\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b5c953b2e38d53d31f9cbd3de8b8e5ca.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b5c953b2e38d53d31f9cbd3de8b8e5ca.png\"><\/a><\/p>\n<section>Meta\u3001MIT\u3001CMU\u3001JHU \u7684\u4f17\u591a\u56e2\u961f\u5df2\u4f7f\u7528 MMToM-QA \u6765\u7814\u53d1\u4e0e\u4eba\u5408\u4f5c\u7684\u5927\u6a21\u578b\u3001\u673a\u5668\u4eba\u7b49\u3002<\/section>\n<section><\/section>\n<section><strong>\u5927\u6a21\u578b\u96c6\u4f53\u7ffb\u8f66<\/strong><\/section>\n<section><strong>GPT-4V \u5b58\u5728\u81f4\u547d\u7f3a\u9677<\/strong><\/section>\n<section><\/section>\n<section>\u5728 MMToM-QA \u4e0a\u7684\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u5f53\u4eba\u4eec\u53ef\u4ee5\u4f7f\u7528\u4e0d\u540c\u6a21\u6001\u7684\u4fe1\u606f\u65f6\uff0c\u4ed6\u4eec\u7406\u89e3\u4ed6\u4eba\u7684\u80fd\u529b\u4f1a\u6709\u6240\u63d0\u5347\u3002\u5728\u8fd9\u79cd\u591a\u6a21\u6001\u6761\u4ef6\u4e0b\uff0c\u5728\u6bcf\u4e2a\u95ee\u9898\u4e0a\u5927\u591a\u6570\u53c2\u4e0e\u8005\u90fd\u8fbe\u6210\u4e86\u4e00\u81f4\u610f\u89c1\uff0c\u8fd9\u9a8c\u8bc1\u4e86<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u8bbe\u8ba1\u7684\u6709\u6548\u6027\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9250754074fb38ccf83fbdf6f4de2eda.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9250754074fb38ccf83fbdf6f4de2eda.png\"><\/a><\/p>\n<section>\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u591a\u6a21\u6001\u6a21\u578b\u548c LLM \u7684\u8868\u73b0\u8fdc\u4e0d\u5982\u4eba\u7c7b\u3002\u5b83\u4eec\u5728\u6240\u6709\u95ee\u9898\u7c7b\u578b\u4e0a\u8868\u73b0\u5f97\u50cf\u968f\u673a\u731c\u6d4b\u4e00\u6837\u3002\u552f\u4e00\u7684\u4f8b\u5916\u662f GPT-4V\uff0c\u5f53\u4eba\u4eec\u7684\u4fe1\u5ff5\u4e0e\u73b0\u5b9e\u4e00\u81f4\u65f6\u5b83\u8868\u73b0\u826f\u597d\uff0c\u4f46\u5f53\u6d89\u53ca\u5230\u4eba\u4eec\u6301\u6709\u9519\u8bef\u4fe1\u5ff5\u6216\u66f4\u65b0\u4fe1\u5ff5\u65f6\uff0cGPT-4V \u4f1a\u7cfb\u7edf\u6027\u72af\u9519\uff0c\u5e76\u4e14\u5728\u5224\u65ad\u76ee\u6807\u65f6\u8868\u73b0\u8f83\u5dee\u3002<\/section>\n<section><\/section>\n<section>\u4ee5\u4e0b\u662f GPT-4V \u7684\u4e00\u4e2a\u5931\u8d25\u6848\u4f8b\u3002\u4ece\u89c6\u9891\u548c\u6587\u672c\u4e2d\u53ef\u4ee5\u770b\u51fa\uff0c\u67dc\u5b50\u91cc\u6ca1\u6709\u86cb\u7cd5\uff0c\u4f46\u5973\u4eba\u5374\u671d\u67dc\u5b50\u8d70\u53bb\uff0c\u51c6\u5907\u6253\u5f00\u5b83\u3002\u56e0\u6b64\uff0c\u6b63\u786e\u7b54\u6848\u5e94\u8be5\u662f \u300c\u5973\u4eba\u8ba4\u4e3a\u67dc\u5b50\u91cc\u6709\u4e00\u4e2a\u86cb\u7cd5\u3002\u300d\u7136\u800c\uff0cGPT-4V \u9519\u8bef\u5730\u4f7f\u7528\u4e86\u771f\u5b9e\u4e16\u754c\u7684\u72b6\u6001\u6765\u63a8\u65ad\u5973\u4eba\u7684\u60f3\u6cd5\uff0c\u8fd9\u8868\u660e GPT-4V \u65e0\u6cd5\u533a\u5206\u4fe1\u5ff5\u548c\u771f\u5b9e\u4e16\u754c\u72b6\u6001\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-0c5ab267f3d9d275c8371ffcb052d98e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-0c5ab267f3d9d275c8371ffcb052d98e.png\"><\/a><\/p>\n<section><strong>BIP-ALM<\/strong><\/section>\n<section><strong>\u5c0f\u6a21\u578b + \u9006\u5411<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u8d85\u8fc7 GPT-4V<\/strong><\/section>\n<section><\/section>\n<section>\u90a3\u4e48\uff0c\u6211\u4eec\u8be5\u5982\u4f55\u7f29\u5c0f AI \u6a21\u578b\u548c\u4eba\u7c7b\u8868\u73b0\u4e4b\u95f4\u7684\u5dee\u8ddd\uff1f<\/section>\n<section><\/section>\n<section>\u8be5\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u65b9\u6cd5\uff1aBIP-ALM (Bayesian Inverse Planning Accelerated by Language Models)\u3002\u8be5\u65b9\u6cd5\u9996\u5148\u4ece\u89c6\u9891\u548c\u6587\u5b57\u4e2d\u63d0\u53d6\u51fa\u76f8\u540c\u7684\u7b26\u53f7\u8868\u793a\uff0c\u63a5\u7740\u5bf9\u8fd9\u4e9b\u8868\u793a\u8fdb\u884c\u5bf9\u9f50\u548c\u878d\u5408\uff0c\u518d\u4f7f\u7528\u9006\u5411\u7ed3\u5408<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u6765\u63a8\u65ad\u5404\u79cd\u5fc3\u7406\u72b6\u6001\u7684\u6982\u7387\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-89b948802d058ff6e228ac496eab962e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-89b948802d058ff6e228ac496eab962e.png\"><\/a><\/p>\n<section>\u4ee5\u4e0b\u662f\u878d\u5408\u7b26\u53f7\u8868\u793a\u7684\u65b9\u6cd5\u3002\u6a21\u578b\u5c06\u4ece\u89c6\u9891\u4e2d\u63d0\u53d6\u7279\u5b9a\u65f6\u523b\u7684\u573a\u666f\u5173\u7cfb\u56fe\uff0c\u8bc6\u522b\u4eba\u7269\u4e0e\u7269\u4f53\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u4f8b\u5982\u4ed6\u4eec\u6b63\u5728\u7ecf\u8fc7\u54ea\u4e9b\u7269\u4f53\u6216\u4ed6\u4eec\u6b63\u671d\u54ea\u4e9b\u7269\u54c1\u524d\u8fdb\u3002\u7531\u4e8e\u6444\u50cf\u5934\u89c6\u89d2\u7684\u9650\u5236\u548c\u906e\u6321\uff0c\u6587\u672c\u63d0\u4f9b\u4e86\u8fd9\u4e9b\u53ef\u80fd\u65e0\u6cd5\u76f4\u63a5\u4ece\u89c6\u9891\u4e2d\u89c2\u5bdf\u7684\u8fd9\u4e9b\u4fe1\u606f\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-34340d376ba3b8c3b6881764908d5718.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-34340d376ba3b8c3b6881764908d5718.png\"><\/a><\/p>\n<section>\u8d1d\u53f6\u65af\u9006\u5411<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\uff08Bayesian inverse planning\uff09\u53ef\u4ee5\u6839\u636e\u89c2\u5bdf\u5230\u7684 agent \u7684\u884c\u4e3a\u6765\u63a8\u65ad\u5176\u5fc3\u7406\u72b6\u6001\u4e0e\u6f5c\u5728\u7684\u4fe1\u5ff5\u548c\u76ee\u6807\u3002\u5148\u524d\u7684\u7814\u7a76\u8868\u660e\uff0c\u8d1d\u53f6\u65af\u9006\u5411<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u53ef\u4ee5\u5728\u7b80\u5355\u60c5\u666f\u4e0b\u6210\u529f\u3002\u7136\u800c\uff0c\u5f53\u72b6\u6001\u7a7a\u95f4\u53d8\u5f97\u5f88\u5927\u65f6\uff0c\u8ba1\u7b97\u6bcf\u4e2a\u53ef\u80fd\u4fe1\u5ff5\u548c\u76ee\u6807\u7684\u6982\u7387\u53d8\u5f97\u975e\u5e38\u590d\u6742\uff0c\u5bfc\u81f4\u8ba1\u7b97\u74f6\u9888\u3002\u4e0b\u56fe\u4e2d\u84dd\u8272\u6807\u51fa\u7684\u90e8\u5206\u5c31\u662f\u4e00\u4e2a\u8ba1\u7b97\u74f6\u9888\u3002\u4e3a\u4e86\u52a0\u901f\u8fd9\u4e00\u8fc7\u7a0b\uff0c\u8be5\u56e2\u961f\u4f7f\u7528\u4e86<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u6765\u4f30\u8ba1\u6bcf\u4e2a\u65f6\u523b\u7684\u5fc3\u7406\u72b6\u6001\u7684\u6982\u7387\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-a2a17bd4586b64126595add500e13d99.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-a2a17bd4586b64126595add500e13d99.png\"><\/a><\/p>\n<section>\u5148\u524d\u7684\u5927\u6a21\u578b\u548c\u5404\u79cd\u65b9\u6cd5\u65e0\u8bba\u662f\u5728\u6587\u672c\u3001\u89c6\u9891\u3001\u8fd8\u662f\u591a\u6a21\u6001\u7248\u672c\u7684 MMToM-QA \u4e0a\u90fd\u8868\u73b0\u8f83\u5dee\uff0c\u800c BIP-ALM \u5219\u5c55\u73b0\u4e86\u8f83\u597d\u7684\u7ed3\u679c\u3002\u8bba\u6587\u4f5c\u8005\u8ba4\u4e3a BIP-ALM \u5f97\u76ca\u4e8e\uff1a(1) <strong>\u4f7f\u7528\u9002\u7528\u4e8e\u4e0d\u540c\u6a21\u6001\u4fe1\u606f\u7684\u7b26\u53f7\u8868\u793a<\/strong>\uff0c(2) <strong>\u6a21\u4eff\u4eba\u7c7b\u5fc3\u667a\u63a8\u7406\u7684\u9006\u5411<mark data-type=\"tech_tasks\" data-id=\"3f5eac69-dad3-43e7-9022-40dcf97a1892\">\u89c4\u5212<\/mark>\u65b9\u6cd5\u5177\u6709\u5f88\u5f3a\u7684\u9c81\u68d2\u6027\u548c\u53ef\u89e3\u91ca\u6027<\/strong>\uff0c(3) <strong><mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u5177\u6709\u5f88\u597d\u7684\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027<\/strong>\u3002<\/section>\n<section><\/section>\n<section><strong>\u540e\u7eed\u5de5\u4f5c<\/strong><\/section>\n<section><strong>\u8d70\u5411\u591a\u667a\u80fd\u4f53\u7684\u591a\u6a21\u6001\u5fc3\u667a\u6a21\u578b<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u8be5\u56e2\u961f\u63d0\u51fa\u4e86\u540e\u7eed\u7814\u7a76 MuMA-ToM: Multi-modal Multi-Agent Theory of Mind\uff0c\u5c06 MMToM-QA \u7684\u6d4b\u8bd5<mark data-type=\"concepts\" data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\">\u57fa\u51c6<\/mark>\u548c\u65b9\u6cd5\u62d3\u5c55\u5230\u4e86\u591a\u4e2a\u667a\u80fd\u4f53\u7684\u9886\u57df\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-cb789283436efbbe8e8f65cdff4c5dba.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-cb789283436efbbe8e8f65cdff4c5dba.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aMuMA-ToM: Multi-modal Multi-Agent Theory of Mind<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740: https:\/\/arxiv.org\/abs\/2408.12574<\/section>\n<\/li>\n<li>\n<section>\u7f51\u7ad9: https:\/\/scai.cs.jhu.edu\/projects\/MuMA-ToM<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801: https:\/\/github.com\/SCAI-JHU\/MuMA-ToM<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>MuMA-ToM \u5173\u6ce8\u591a\u667a\u80fd\u4f53\u7684\u4e92\u52a8\uff0c\u8003\u5bdf\u5b83\u4eec\u7684\u4fe1\u5ff5\u3001\u793e\u4f1a\u76ee\u6807\u3001\u548c\u5bf9\u4ed6\u4eba\u76ee\u6807\u7684\u4fe1\u5ff5\uff0c\u53d1\u73b0\u5927\u578b\u591a\u6a21\u6001\u6a21\u578b GPT-4o\u3001Gemini-1.5 Pro \u7b49\u4f9d\u7136\u8868\u73b0\u7cdf\u7cd5\u3002\u9488\u5bf9\u8fd9\u4e9b\u53d1\u73b0\uff0c\u7814\u7a76\u56e2\u961f\u8fdb\u4e00\u6b65\u63d0\u51fa\u4e86\u6539\u8fdb\u7684\u65b9\u6cd5 LIMP (Language model-based Inverse Multi-agent Planning)\u3002\u76f8\u6bd4\u4e4b\u524d\u7684\u65b9\u6cd5\uff0cLIMP \u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u800c\u4e0d\u662f\u7b26\u53f7\u8868\u793a\u6765\u63d0\u9ad8\u901a\u7528\u6027\uff0c\u5e76\u4e14\u80fd\u591f\u5229\u7528\u4efb\u4f55\u9884\u8bad\u7ec3\u7684\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff0c\u800c BIP-ALM \u5219\u8981\u6c42\u5f00\u653e<mark data-type=\"concepts\" data-id=\"149a12cf-10c2-4555-9899-cc6dee319ef5\">\u6743\u91cd<\/mark>\u7684\u5927\u578b<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ae2911423f75c344951f31a2d79b98dd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-ae2911423f75c344951f31a2d79b98dd.png\"><\/a><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-11\" target=\"_blank\">ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGP [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[70,73,68],"class_list":["post-35565","post","type-post","status-publish","format-standard","hentry","category-news","tag-agent","tag-73","tag-68"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=35565\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35565#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35565\"},\"author\":{\"name\":\"AI\u5c0f\u52a9\u624b\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"headline\":\"ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b\",\"datePublished\":\"2024-12-27T02:00:02+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35565\"},\"wordCount\":168,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35565#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/frc-b6907f82ec7cc3a47cb2383d4517df50.png\",\"keywords\":[\"Agent\",\"\u591a\u6a21\u6001\",\"\u5927\u6a21\u578b\"],\"articleSection\":[\"\u884c\u4e1a\u8d44\u8baf\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=35565#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35565\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?p=35565\",\"name\":\"ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35565#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35565#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/frc-b6907f82ec7cc3a47cb2383d4517df50.png\",\"datePublished\":\"2024-12-27T02:00:02+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35565#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=35565\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35565#primaryimage\",\"url\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/frc-b6907f82ec7cc3a47cb2383d4517df50.png\",\"contentUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/frc-b6907f82ec7cc3a47cb2383d4517df50.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35565#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\\\/\\\/17aitech.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\",\"url\":\"https:\\\/\\\/17aitech.com\\\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/17aitech.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"url\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"contentUrl\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=35565","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/17aitech.com\/?p=35565#article","isPartOf":{"@id":"https:\/\/17aitech.com\/?p=35565"},"author":{"name":"AI\u5c0f\u52a9\u624b","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"headline":"ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b","datePublished":"2024-12-27T02:00:02+00:00","mainEntityOfPage":{"@id":"https:\/\/17aitech.com\/?p=35565"},"wordCount":168,"commentCount":0,"image":{"@id":"https:\/\/17aitech.com\/?p=35565#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b6907f82ec7cc3a47cb2383d4517df50.png","keywords":["Agent","\u591a\u6a21\u6001","\u5927\u6a21\u578b"],"articleSection":["\u884c\u4e1a\u8d44\u8baf"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/17aitech.com\/?p=35565#respond"]}]},{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=35565","url":"https:\/\/17aitech.com\/?p=35565","name":"ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=35565#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=35565#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b6907f82ec7cc3a47cb2383d4517df50.png","datePublished":"2024-12-27T02:00:02+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=35565#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=35565"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=35565#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b6907f82ec7cc3a47cb2383d4517df50.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b6907f82ec7cc3a47cb2383d4517df50.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=35565#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"ACL\u6770\u51fa\u8bba\u6587\u5956\uff5cGPT-4V\u66b4\u9732\u81f4\u547d\u7f3a\u9677\uff1fJHU\u7b49\u53d1\u5e03\u9996\u4e2a\u591a\u6a21\u6001ToM \u6d4b\u8bd5\u96c6\uff0c\u5168\u9762\u63d0\u5347\u5927\u6a21\u578b\u5fc3\u667a\u80fd\u529b"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/35565","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=35565"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/35565\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=35565"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=35565"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=35565"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}