{"id":1044,"date":"2026-02-12T15:19:32","date_gmt":"2026-02-12T07:19:32","guid":{"rendered":"https:\/\/www.ndnlab.com\/?p=1044"},"modified":"2026-02-12T15:19:33","modified_gmt":"2026-02-12T07:19:33","slug":"grac-2allocator-an-rl-based-hypergraph-k-cut-and-coloring-approach-to-uav-assisted-last-mile-urban-logistics","status":"publish","type":"post","link":"https:\/\/www.ndnlab.com\/?p=1044","title":{"rendered":"GraC 2Allocator: An RL-Based Hypergraph k-Cut and Coloring Approach to UAV-Assisted Last-Mile Urban Logistics"},"content":{"rendered":"\n<p>\u968f\u7740\u7535\u5b50\u5546\u52a1\u548c\u5373\u65f6\u914d\u9001\u9700\u6c42\u7684\u6301\u7eed\u589e\u957f\uff0c\u57ce\u5e02\u7269\u6d41\u7cfb\u7edf\u6b63\u9762\u4e34\u914d\u9001\u6548\u7387\u3001\u8fd0\u8425\u6210\u672c\u548c\u8d44\u6e90\u5229\u7528\u7387\u7b49\u591a\u65b9\u9762\u6311\u6218\u3002\u5c24\u5176\u662f\u5728\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u914d\u9001\u73af\u8282\uff0c\u4f20\u7edf\u5730\u9762\u8fd0\u8f93\u5bb9\u6613\u53d7\u5230\u4ea4\u901a\u62e5\u5835\u3001\u4eba\u529b\u6210\u672c\u4e0a\u5347\u4ee5\u53ca\u914d\u9001\u65f6\u6548\u8981\u6c42\u63d0\u9ad8\u7b49\u56e0\u7d20\u7684\u5236\u7ea6\u3002<\/p>\n\n\n\n<p>\u65e0\u4eba\u673a\uff08UAV\uff09\u56e0\u5177\u5907\u673a\u52a8\u6027\u5f3a\u3001\u54cd\u5e94\u901f\u5ea6\u5feb\u548c\u8def\u5f84\u7075\u6d3b\u7b49\u7279\u70b9\uff0c\u9010\u6e10\u6210\u4e3a\u57ce\u5e02\u4f4e\u7a7a\u7269\u6d41\u7684\u91cd\u8981\u6280\u672f\u65b9\u5411\u3002\u7136\u800c\uff0c\u5728\u5927\u89c4\u6a21\u8ba2\u5355\u73af\u5883\u4e0b\uff0c\u5982\u4f55\u5bf9\u65e0\u4eba\u673a\u8fdb\u884c\u9ad8\u6548\u8c03\u5ea6\uff0c\u5b9e\u73b0\u8d44\u6e90\u7684\u6700\u4f18\u5206\u914d\uff0c\u4ecd\u7136\u662f\u5f53\u524d\u7814\u7a76\u4e2d\u7684\u5173\u952e\u95ee\u9898\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u6311\u6218<\/h2>\n\n\n\n<p>\u65e0\u4eba\u673a\u8f85\u52a9\u7684\u57ce\u5e02\u672b\u7aef\u7269\u6d41\u7cfb\u7edf\u901a\u5e38\u5177\u6709\u4ee5\u4e0b\u7279\u5f81\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8ba2\u5355\u5177\u6709\u660e\u663e\u7684\u7a7a\u95f4\u548c\u65f6\u95f4\u5f02\u8d28\u6027<\/li>\n\n\n\n<li>\u65e0\u4eba\u673a\u6570\u91cf\u6709\u9650\u4e14\u5b58\u5728\u8f7d\u8377\u3001\u7535\u91cf\u7b49\u7ea6\u675f<\/li>\n\n\n\n<li>\u591a\u67b6\u65e0\u4eba\u673a\u5e76\u884c\u6267\u884c\u4efb\u52a1\u65f6\u5b58\u5728\u51b2\u7a81\u98ce\u9669<\/li>\n\n\n\n<li>\u914d\u9001\u6d41\u7a0b\u6d89\u53ca\u88c5\u8f7d\u3001\u98de\u884c\u3001\u5378\u8d27\u53ca\u4fe1\u606f\u901a\u4fe1\u7b49\u5b8c\u6574\u751f\u547d\u5468\u671f<\/li>\n<\/ol>\n\n\n\n<p>\u73b0\u6709\u7814\u7a76\u5927\u591a\u5c06\u4efb\u52a1\u5206\u914d\u7b80\u5316\u4e3a\u4e00\u6b21\u6027\u5339\u914d\u95ee\u9898\uff0c\u96be\u4ee5\u771f\u5b9e\u53cd\u6620\u5b9e\u9645\u7269\u6d41\u7cfb\u7edf\u7684\u52a8\u6001\u7279\u6027\u4e0e\u590d\u6742\u7ea6\u675f\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u6784\u5efa\u80fd\u591f\u517c\u987e\u6548\u7387\u3001\u89c4\u6a21\u5316\u80fd\u529b\u4e0e\u5b9e\u65f6\u6027\u7684\u667a\u80fd\u8c03\u5ea6\u65b9\u6cd5\u5177\u6709\u91cd\u8981\u7814\u7a76\u4ef7\u503c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u7814\u7a76\u65b9\u6848\u4e0e\u6280\u672f\u8def\u7ebf<\/h2>\n\n\n\n<p>\u9488\u5bf9\u4e0a\u8ff0\u95ee\u9898\uff0c\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u9762\u5411\u65e0\u4eba\u673a\u672b\u7aef\u914d\u9001\u7684\u4e24\u9636\u6bb5\u667a\u80fd\u8c03\u5ea6\u6846\u67b6 <strong>GraC2Allocator<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"365\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-9-1024x365.png\"  class=\"wp-image-1045\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-9-1024x365.png 1024w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-9-300x107.png 300w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-9-768x274.png 768w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-9.png 1317w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" title=\"GraC 2Allocator: An RL-Based Hypergraph k-Cut and Coloring Approach to UAV-Assisted Last-Mile Urban Logistics\u63d2\u56fe\" alt=\"GraC 2Allocator: An RL-Based Hypergraph k-Cut and Coloring Approach to UAV-Assisted Last-Mile Urban Logistics\u63d2\u56fe\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u56fe\u4e00\u3001GraC 2Allocator\u6846\u67b6\u56fe<\/p>\n\n\n\n<p>\u8be5\u65b9\u6cd5\u4ece\u7cfb\u7edf\u5c42\u9762\u6784\u5efa\u4e86\u4e00\u4e2a\u8986\u76d6\u5b8c\u6574\u914d\u9001\u6d41\u7a0b\u7684\u4f18\u5316\u6a21\u578b\uff0c\u5e76\u5c06\u590d\u6742\u7684\u8c03\u5ea6\u95ee\u9898\u8f6c\u5316\u4e3a\u56fe\u8ba1\u7b97\u4e0e\u5f3a\u5316\u5b66\u4e60\u95ee\u9898\u8fdb\u884c\u6c42\u89e3\u3002<\/p>\n\n\n\n<p>\u6574\u4f53\u6280\u672f\u8def\u7ebf\u5305\u62ec\u4e24\u4e2a\u9636\u6bb5\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e00\uff09\u9636\u6bb5\u4e00\uff1a\u5305\u88f9\u5230\u914d\u9001\u7ad9\u7684\u667a\u80fd\u5206\u914d<\/h3>\n\n\n\n<p>\u5728\u57ce\u5e02\u7269\u6d41\u4e2d\uff0c\u5305\u88f9\u901a\u5e38\u9700\u8981\u5148\u4ece\u8f6c\u8fd0\u4e2d\u5fc3\u5206\u914d\u81f3\u4e0d\u540c\u7684\u914d\u9001\u7ad9\u70b9\u3002\u7814\u7a76\u5c06\u8be5\u95ee\u9898\u5efa\u6a21\u4e3a<strong>\u8d85\u56fe\u5212\u5206\u95ee\u9898<\/strong>\uff0c\u5e76\u7ed3\u5408\u5f3a\u5316\u5b66\u4e60\u65b9\u6cd5\u8fdb\u884c\u4f18\u5316\u3002GraC2Allocator_An_RL-Based_Hype\u2026<\/p>\n\n\n\n<p>\u5177\u4f53\u65b9\u6cd5\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6784\u5efa\u63cf\u8ff0\u8ba2\u5355\u7a7a\u95f4\u4e0e\u65f6\u95f4\u5173\u7cfb\u7684\u8d85\u56fe\u6a21\u578b<\/li>\n\n\n\n<li>\u4f7f\u7528\u56fe\u795e\u7ecf\u7f51\u7edc\u63d0\u53d6\u8ba2\u5355\u7ed3\u6784\u7279\u5f81<\/li>\n\n\n\n<li>\u5229\u7528\u5f3a\u5316\u5b66\u4e60\u7b56\u7565\u4f18\u5316\u5212\u5206\u7ed3\u679c<\/li>\n<\/ul>\n\n\n\n<p>\u8be5\u9636\u6bb5\u7684\u76ee\u6807\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63d0\u9ad8\u8ba2\u5355\u5206\u7ec4\u7684\u65f6\u7a7a\u4e00\u81f4\u6027<\/li>\n\n\n\n<li>\u51cf\u5c11\u540e\u7eed\u65e0\u4eba\u673a\u8c03\u5ea6\u51b2\u7a81<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e8c\uff09\u9636\u6bb5\u4e8c\uff1a\u5305\u88f9\u5230\u65e0\u4eba\u673a\u7684\u4efb\u52a1\u5206\u914d<\/h3>\n\n\n\n<p>\u5728\u5b8c\u6210\u8ba2\u5355\u5206\u7ec4\u540e\uff0c\u7cfb\u7edf\u9700\u8981\u8fdb\u4e00\u6b65\u786e\u5b9a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u4e2a\u914d\u9001\u7ad9\u9700\u8981\u591a\u5c11\u67b6\u65e0\u4eba\u673a<\/li>\n\n\n\n<li>\u6bcf\u67b6\u65e0\u4eba\u673a\u7684\u4efb\u52a1\u7ec4\u5408<\/li>\n<\/ul>\n\n\n\n<p>\u7814\u7a76\u5c06\u8fd9\u4e00\u95ee\u9898\u5efa\u6a21\u4e3a<strong>\u52a8\u6001\u56fe\u67d3\u8272\u95ee\u9898<\/strong>\uff0c\u5176\u4e2d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8282\u70b9\u8868\u793a\u914d\u9001\u4efb\u52a1<\/li>\n\n\n\n<li>\u989c\u8272\u8868\u793a\u65e0\u4eba\u673a\u8d44\u6e90<\/li>\n\n\n\n<li>\u51b2\u7a81\u5173\u7cfb\u901a\u8fc7\u8fb9\u8fdb\u884c\u5efa\u6a21<\/li>\n<\/ul>\n\n\n\n<p>\u901a\u8fc7\u6539\u8fdb\u7684\u56fe\u67d3\u8272\u7b97\u6cd5\u4e0e\u526a\u679d\u7b56\u7565\uff0c\u53ef\u4ee5\u5728\u4fdd\u8bc1\u4efb\u52a1\u6267\u884c\u7387\u7684\u540c\u65f6\uff0c\u5c3d\u53ef\u80fd\u51cf\u5c11\u65e0\u4eba\u673a\u4f7f\u7528\u6570\u91cf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u7cfb\u7edf\u5efa\u6a21\u4e0e\u4f18\u5316\u76ee\u6807<\/h2>\n\n\n\n<p>\u7814\u7a76\u6784\u5efa\u4e86\u5b8c\u6574\u7684\u65e0\u4eba\u673a\u914d\u9001\u7cfb\u7edf\u6a21\u578b\uff0c\u7efc\u5408\u8003\u8651\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u98de\u884c\u80fd\u8017\u6a21\u578b<\/li>\n\n\n\n<li>\u901a\u4fe1\u6a21\u578b<\/li>\n\n\n\n<li>\u60ac\u505c\u4e0e\u5378\u8d27\u80fd\u8017<\/li>\n\n\n\n<li>\u4efb\u52a1\u6267\u884c\u7387\u6307\u6807<\/li>\n<\/ul>\n\n\n\n<p>\u4f18\u5316\u76ee\u6807\u662f\u5728\u6ee1\u8db3\u80fd\u91cf\u7ea6\u675f\u548c\u65f6\u9650\u7ea6\u675f\u7684\u524d\u63d0\u4e0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6700\u5927\u5316\u4efb\u52a1\u6267\u884c\u7387<\/li>\n\n\n\n<li>\u63d0\u9ad8\u6574\u4f53\u914d\u9001\u6548\u7387<\/li>\n\n\n\n<li>\u51cf\u5c11\u65e0\u4eba\u673a\u4f7f\u7528\u89c4\u6a21<\/li>\n<\/ul>\n\n\n\n<p>\u8be5\u95ee\u9898\u5c5e\u4e8eNP-hard\u95ee\u9898\uff0c\u56e0\u6b64\u9700\u8981\u501f\u52a9\u5f3a\u5316\u5b66\u4e60\u548c\u56fe\u8ba1\u7b97\u65b9\u6cd5\u8fdb\u884c\u9ad8\u6548\u6c42\u89e3\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u5b9e\u9a8c\u7ed3\u679c\u4e0e\u6027\u80fd\u8bc4\u4f30<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"507\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-10-1024x507.png\"  class=\"wp-image-1046\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-10-1024x507.png 1024w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-10-300x148.png 300w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-10-768x380.png 768w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-10.png 1077w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" title=\"GraC 2Allocator: An RL-Based Hypergraph k-Cut and Coloring Approach to UAV-Assisted Last-Mile Urban Logistics\u63d2\u56fe1\" alt=\"GraC 2Allocator: An RL-Based Hypergraph k-Cut and Coloring Approach to UAV-Assisted Last-Mile Urban Logistics\u63d2\u56fe1\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"516\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-11-1024x516.png\"  class=\"wp-image-1047\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-11-1024x516.png 1024w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-11-300x151.png 300w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-11-768x387.png 768w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2026\/02\/image-11.png 1063w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" title=\"GraC 2Allocator: An RL-Based Hypergraph k-Cut and Coloring Approach to UAV-Assisted Last-Mile Urban Logistics\u63d2\u56fe2\" alt=\"GraC 2Allocator: An RL-Based Hypergraph k-Cut and Coloring Approach to UAV-Assisted Last-Mile Urban Logistics\u63d2\u56fe2\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\">\u56fe\u4e8c\u3001\u5b9e\u9a8c\u6548\u679c\u5bf9\u6bd4\u8868<\/p>\n\n\n\n<p>\u7814\u7a76\u57fa\u4e8e\u771f\u5b9e\u57ce\u5e02\u7269\u6d41\u6570\u636e\u8fdb\u884c\u4e86\u5927\u89c4\u6a21\u4eff\u771f\u5b9e\u9a8c\uff0c\u7ed3\u679c\u8868\u660e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u914d\u9001\u6548\u7387\u663e\u8457\u63d0\u5347<\/li>\n\n\n\n<li>\u65e0\u4eba\u673a\u90e8\u7f72\u6570\u91cf\u660e\u663e\u51cf\u5c11<\/li>\n\n\n\n<li>\u7cfb\u7edf\u7aef\u5230\u7aef\u5ef6\u8fdf\u6709\u6548\u964d\u4f4e<\/li>\n<\/ul>\n\n\n\n<p>\u5b9e\u9a8c\u7ed3\u679c\u9a8c\u8bc1\u4e86\u8be5\u65b9\u6cd5\u5728\u590d\u6742\u57ce\u5e02\u7269\u6d41\u73af\u5883\u4e2d\u7684\u53ef\u884c\u6027\u4e0e\u6709\u6548\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u7814\u7a76\u610f\u4e49\u4e0e\u5e94\u7528\u524d\u666f<\/h2>\n\n\n\n<p>\u8be5\u7814\u7a76\u7684\u610f\u4e49\u4e0d\u4ec5\u4f53\u73b0\u5728\u65e0\u4eba\u673a\u914d\u9001\u9886\u57df\uff0c\u8fd8\u4f53\u73b0\u5728\u4ee5\u4e0b\u65b9\u9762\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4e3a\u4f4e\u7a7a\u7269\u6d41\u7f51\u7edc\u7684\u667a\u80fd\u8c03\u5ea6\u63d0\u4f9b\u4e86\u65b0\u7684\u5efa\u6a21\u65b9\u6cd5<\/li>\n\n\n\n<li>\u63a2\u7d22\u4e86\u5f3a\u5316\u5b66\u4e60\u4e0e\u56fe\u8ba1\u7b97\u5728\u590d\u6742\u8d44\u6e90\u5206\u914d\u95ee\u9898\u4e2d\u7684\u7ed3\u5408\u8def\u5f84<\/li>\n\n\n\n<li>\u4e3a\u667a\u6167\u57ce\u5e02\u548c\u4f4e\u7a7a\u7ecf\u6d4e\u7684\u53d1\u5c55\u63d0\u4f9b\u6280\u672f\u652f\u6491<\/li>\n<\/ol>\n\n\n\n<p>\u968f\u7740\u4f4e\u7a7a\u7a7a\u57df\u9010\u6b65\u5f00\u653e\u548c\u65e0\u4eba\u673a\u6280\u672f\u7684\u6210\u719f\uff0c\u57fa\u4e8e\u667a\u80fd\u8c03\u5ea6\u7684\u57ce\u5e02\u7269\u6d41\u7cfb\u7edf\u6709\u671b\u6210\u4e3a\u672a\u6765\u667a\u6167\u4ea4\u901a\u4e0e\u667a\u6167\u7269\u6d41\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740\u7535\u5b50\u5546\u52a1\u548c\u5373\u65f6\u914d\u9001\u9700\u6c42\u7684\u6301\u7eed\u589e\u957f\uff0c\u57ce\u5e02\u7269\u6d41\u7cfb\u7edf\u6b63\u9762\u4e34\u914d\u9001\u6548\u7387\u3001\u8fd0\u8425\u6210\u672c\u548c\u8d44\u6e90\u5229\u7528\u7387\u7b49\u591a\u65b9\u9762\u6311\u6218\u3002\u5c24\u5176\u662f\u5728\u201c\u6700\u540e\u4e00\u516c\u91cc\u201d\u914d\u9001\u73af\u8282\uff0c\u4f20\u7edf\u5730\u9762\u8fd0\u8f93\u5bb9\u6613\u53d7\u5230\u4ea4\u901a\u62e5\u5835\u3001\u4eba\u529b\u6210\u672c\u4e0a\u5347\u4ee5\u53ca\u914d\u9001\u65f6\u6548\u8981\u6c42\u63d0\u9ad8\u7b49\u56e0\u7d20\u7684\u5236\u7ea6\u3002 \u65e0\u4eba\u673a\uff08UAV\uff09\u56e0\u5177\u5907\u673a\u52a8\u6027\u5f3a\u3001\u54cd\u5e94\u901f\u5ea6\u5feb\u548c\u8def\u5f84\u7075\u6d3b\u7b49\u7279\u70b9\uff0c\u9010\u6e10\u6210\u4e3a\u57ce\u5e02\u4f4e\u7a7a\u7269\u6d41\u7684\u91cd\u8981\u6280\u672f\u65b9\u5411\u3002\u7136\u800c\uff0c\u5728\u5927\u89c4\u6a21\u8ba2\u5355\u73af\u5883\u4e0b\uff0c\u5982\u4f55\u5bf9\u65e0\u4eba\u673a\u8fdb\u884c\u9ad8\u6548\u8c03\u5ea6\uff0c\u5b9e\u73b0\u8d44\u6e90\u7684\u6700\u4f18\u5206\u914d\uff0c\u4ecd\u7136\u662f\u5f53\u524d\u7814\u7a76\u4e2d\u7684\u5173\u952e\u95ee\u9898\u3002 \u4e00\u3001\u7814\u7a76\u80cc\u666f\u4e0e\u6311\u6218 \u65e0\u4eba\u673a\u8f85\u52a9\u7684\u57ce\u5e02\u672b\u7aef\u7269\u6d41\u7cfb\u7edf\u901a\u5e38\u5177\u6709\u4ee5\u4e0b\u7279\u5f81\uff1a \u73b0\u6709 &hellip; <a href=\"https:\/\/www.ndnlab.com\/?p=1044\">\u7ee7\u7eed\u9605\u8bfb <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":4,"featured_media":1045,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1044","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/1044","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1044"}],"version-history":[{"count":1,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/1044\/revisions"}],"predecessor-version":[{"id":1048,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/1044\/revisions\/1048"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/media\/1045"}],"wp:attachment":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1044"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1044"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1044"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}