{"id":12097,"date":"2026-09-10T21:05:22","date_gmt":"2026-09-10T13:05:22","guid":{"rendered":"https:\/\/infernews.com\/blog\/programmable-world-model-explicit-world-state-generative-rendering\/"},"modified":"2026-09-10T21:20:36","modified_gmt":"2026-09-10T13:20:36","slug":"programmable-world-model-explicit-world-state-generative-rendering","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/programmable-world-model-explicit-world-state-generative-rendering\/","title":{"rendered":"PWM(Programmable World Model) \u4ee5\u4e16\u754c\u6a21\u578b\u9a45\u52d5\u5f71\u7247\u751f\u6210"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/teaser-2.jpg\" alt=\"Programmable World Model overview\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f71\u7247\u4e16\u754c\u6a21\u578b\u80fd\u5920\u5373\u6642\u6e32\u67d3\u51fa\u50cf\u771f\u7684\u756b\u9762\uff0c\u4f46\u756b\u9762\u80cc\u5f8c\u5176\u5be6\u6b20\u7f3a\u4e00\u90e8\u300c\u4e16\u754c\u5f15\u64ce\u300d\u2014\u2014\u72c0\u614b\u85cf\u5728\u5f71\u50cf\u5e8f\u5217\u88e1\uff0c\u96e3\u4ee5\u6aa2\u67e5\u3001\u7de8\u8f2f\u6216\u9a57\u8b49\uff0c\u93e1\u982d\u4e00\u8f49\uff0c\u93e1\u982d\u5916\u7684\u89d2\u8272\u8207\u6f5b\u5728\u4e8b\u5be6\u5c31\u6703\u88ab\u6084\u6084\u907a\u5fd8\u3002AlayaLab \u958b\u6e90\u7684 Programmable World Model\uff08\u7c21\u7a31 PWM\uff09\u6b63\u6b63\u91dd\u5c0d\u9019\u500b\u75db\u9ede\uff0c\u628a\u4e16\u754c\u72c0\u614b\u7684\u7dad\u8b77\u8207\u8996\u89ba\u751f\u6210\u5fb9\u5e95\u89e3\u8026\uff0c\u7531\u4e00\u500b state executor \u8ca0\u8cac\u63a8\u9032\u4e16\u754c\u72c0\u614b\uff0c\u518d\u7531 deterministic compiler \u628a\u4ee5 state-augmented 3D OBB \u63cf\u8ff0\u7684\u72c0\u614b\u6295\u5f71\u6210 pixel-aligned controls\uff0c\u6700\u5f8c\u624d\u4ea4\u7d66\u5f71\u7247\u6a21\u578b\u6e32\u67d3\u756b\u9762\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u6846\u67b6\u771f\u6b63\u89e3\u6c7a\u7684\u554f\u984c\uff0c\u662f\u8b93\u4e16\u754c\u300c\u53ef\u88ab\u7de8\u7a0b\u300d\u3002\u540c\u4e00\u4efd\u4e16\u754c\u72c0\u614b\u53ef\u4ee5\u9a45\u52d5\u4efb\u610f\u93e1\u982d\u3001\u4efb\u610f\u8996\u89ba\u98a8\u683c\uff0c\u89d2\u8272\u5373\u4f7f\u96e2\u958b\u756b\u9762\u4f9d\u7136\u5b58\u5728\uff0c\u4e8b\u4ef6\u5177\u5099\u4e0d\u53ef\u9006\u6027\uff0c\u4ea6\u53ef\u7531\u898f\u5247\u89f8\u767c\uff1b\u4f7f\u7528\u8005\u53ef\u4ee5\u7528\u985e\u4f3c WASD \u7684\u65b9\u5f0f\u64cd\u63a7\uff0c\u4e26\u9810\u5148\u4ee5\u8a9e\u8a00\u5b9a\u7fa9\u4e16\u754c\u898f\u5247\u3002\u4e00\u500b VLM-based agent \u6703\u8b80\u53d6\u53c3\u8003\u5716\u8207\u958b\u653e\u5f0f\u6587\u5b57\uff0c\u81ea\u52d5\u5beb\u51fa\u53ef\u57f7\u884c\u7684\u4e16\u754c\u898f\u683c\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/alaya-lab.github.io\\\/pwm\\\/videos\\\/demo.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<p class=\"wp-block-paragraph\">PWM \u5c6c\u65bc\u6846\u67b6\u985e\u9805\u76ee\uff0c\u5b9a\u4f4d\u63a5\u8fd1\u7814\u7a76\u539f\u578b\u3002\u8207 Genie 3\u3001GameNGen \u7b49\u540c\u985e\u505a\u6cd5\u76f8\u6bd4\uff0cPWM \u7684\u53d6\u6368\u5728\u65bc\u653e\u68c4\u7d14\u7aef\u5230\u7aef\u7684\u6f5b\u5728\u8868\u9054\uff0c\u63db\u53d6\u53ef\u67e5\u8a62\u3001\u53ef\u9a57\u8b49\u3001\u53ef\u9577\u6642\u5e8f\u7684\u72c0\u614b\uff1b\u5c0d\u65bc\u904a\u6232\u958b\u767c\u8005\u3001\u9700\u8981\u53ef\u63a7\u4e92\u52d5\u4e16\u754c\u7684\u6a21\u64ec\u7814\u7a76\u8005\uff0c\u4ee5\u53ca\u60f3\u7528\u7a0b\u5f0f\u5316\u65b9\u5f0f\u751f\u6210\u53ef\u63a7\u5f71\u7247\u5167\u5bb9\u7684\u5718\u968a\uff0c\u9019\u7a2e\u986f\u5f0f\u72c0\u614b\u8a2d\u8a08\u660e\u986f\u66f4\u8cbc\u8fd1\u300c\u4e16\u754c\u5f15\u64ce\u300d\u7684\u771f\u6b63\u9700\u6c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d PWM \u5df2\u91cb\u51fa\u6280\u8853\u5831\u544a\uff0c\u63a8\u7406\u7a0b\u5f0f\u78bc\u8207\u9810\u8a13\u7df4\u6b0a\u91cd\u5c1a\u672a\u958b\u6e90\uff0c\u56e0\u6b64\u66ab\u6642\u53ea\u80fd\u5f9e\u7d19\u9762\u5c64\u9762\u7406\u89e3\u4e26\u7b49\u5f85\u5b98\u65b9\u88dc\u4e0a\u6b0a\u91cd\u3002\u5f9e\u67b6\u69cb\u770b\uff0c\u9019\u500b\u65b9\u5411\u5c0d\u65bc\u8ffd\u6c42\u53ef\u63a7\u6027\u8207\u6301\u4e45\u6027\u7684\u61c9\u7528\u5834\u666f\u6703\u6709\u660e\u986f\u5438\u5f15\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u9ede\u6458\u8981\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u72c0\u614b\u8207\u756b\u9762\u89e3\u8026<\/strong>\uff1a\u72c0\u614b\u7531 executor \u7dad\u8b77\uff0c\u756b\u9762\u7531\u5f71\u7247\u6a21\u578b\u6e32\u67d3\uff0c\u4e92\u4e0d\u7d81\u5b9a<\/li>\n\n\n\n<li><strong>\u53ef\u67e5\u8a62\u3001\u53ef\u9a57\u8b49\u7684\u4e16\u754c\u4e8b\u5be6<\/strong>\uff1a\u89d2\u8272\u3001\u4e8b\u4ef6\u8207\u93e1\u982d\u5916\u5be6\u9ad4\u90fd\u80fd\u88ab\u6aa2\u67e5\u8207\u4fee\u6539<\/li>\n\n\n\n<li><strong>\u6301\u4e45\u4e16\u754c<\/strong>\uff1a\u93e1\u982d\u5916\u7684\u7269\u4ef6\u8207\u6f5b\u5728\u72c0\u614b\u4e0d\u518d\u88ab\u907a\u5fd8\uff0c\u9577\u6642\u5e8f\u4e92\u52d5\u66f4\u53ef\u9760<\/li>\n\n\n\n<li><strong>VLM agent \u81ea\u52d5\u751f\u6210\u4e16\u754c\u898f\u683c<\/strong>\uff1a\u4ee5\u53c3\u8003\u5716\u52a0\u6587\u5b57\u63cf\u8ff0\u5373\u53ef\u5beb\u51fa\u53ef\u57f7\u884c\u7684\u4e16\u754c\u898f\u5247<\/li>\n\n\n\n<li><strong>\u5c1a\u5f85\u88dc\u5b8c<\/strong>\uff1a\u63a8\u7406\u7a0b\u5f0f\u78bc\u8207\u9810\u8a13\u7df4\u6b0a\u91cd\u4ecd\u672a\u91cb\u51fa\uff0c\u76ee\u524d\u4ee5\u6280\u8853\u5831\u544a\u5f62\u5f0f\u5448\u73fe<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/alaya-lab.github.io\/pwm\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/AlayaLab\/pwm\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AlayaLab \u958b\u6e90\u7684 Programmable World Model \u628a\u4e16\u754c\u72c0\u614b\u8207\u756b\u9762\u751f\u6210\u62c6\u958b\u7ba1\u7406\uff0c\u8b93\u89d2\u8272\u3001\u4e8b\u4ef6\u8207\u93e1\u982d\u5916\u7684\u7269\u4ef6\u90fd\u80fd\u88ab\u67e5\u8a62\u3001\u4fee\u6539\u8207\u9a57\u8b49\uff0c\u4e0d\u518d\u53ea\u9760\u6f5b\u5728\u5f71\u50cf\u8a18\u61b6\u3002<\/p>\n","protected":false},"author":8,"featured_media":12096,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,116,162,76,186,31,30,197,132],"tags":[],"class_list":["post-12097","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-ai-productions","category-76","category-186","category-video","category-image","category-framework","category-3d"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12097","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=12097"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12097\/revisions"}],"predecessor-version":[{"id":12101,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12097\/revisions\/12101"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/12096"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=12097"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=12097"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=12097"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}