{"id":9666,"date":"2026-06-26T18:24:03","date_gmt":"2026-06-26T10:24:03","guid":{"rendered":"https:\/\/infernews.com\/blog\/eventvla\/"},"modified":"2026-06-26T18:24:03","modified_gmt":"2026-06-26T10:24:03","slug":"eventvla","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/eventvla\/","title":{"rendered":"EventVLA\uff1a\u9577\u6642\u5e8f\u6a5f\u5668\u4eba\u64cd\u4f5c\u52a0\u5165\u4e8b\u4ef6\u8a18\u61b6\u6a5f\u5236"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/pasted-893d411d17f4.jpg\" alt=\"EventVLA Overview\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">EventVLA \u662f\u4e00\u500b\u7531\u4e2d\u570b\u79d1\u5b78\u6280\u8853\u5927\u5b78\u3001\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5be6\u9a57\u5ba4\u3001\u4e0a\u6d77\u4ea4\u901a\u5927\u5b78\u3001\u5927\u9023\u7406\u5de5\u5927\u5b78\u3001\u9999\u6e2f\u5927\u5b78\u3001\u6e05\u83ef\u5927\u5b78\u3001\u5317\u4eac\u5927\u5b78\u53ca\u83ef\u70ba\u7b49\u5718\u968a\u5171\u540c\u958b\u767c\u7684\u8996\u89ba\u8a9e\u8a00\u52d5\u4f5c\uff08Vision-Language-Action, VLA\uff09\u6846\u67b6\uff0c\u5c08\u9580\u91dd\u5c0d\u9577\u6642\u5e8f\u6a5f\u5668\u4eba\u64cd\u4f5c\u4efb\u52d9\u8a2d\u8a08\u3002\u5b83\u89e3\u6c7a\u7684\u6838\u5fc3\u554f\u984c\u662f\uff1a\u7576\u6a5f\u5668\u4eba\u9700\u8981\u57f7\u884c\u8de8\u8d8a\u8a31\u591a\u6b65\u9a5f\u7684\u4efb\u52d9\u6642\uff0c\u5f80\u5f80\u5fc5\u9808\u56de\u60f3\u8d77\u6578\u5341\u6b65\u4e4b\u524d\u51fa\u73fe\u904e\u7684\u8996\u89ba\u7dda\u7d22\uff0c\u800c\u50b3\u7d71 VLA \u653f\u7b56\u901a\u5e38\u53ea\u4f9d\u8cf4\u58d3\u7e2e\u5f8c\u7684\u96b1\u72c0\u614b\uff0c\u5bb9\u6613\u907a\u5931\u65e9\u671f\u95dc\u9375\u756b\u9762\u3002EventVLA \u7684\u505a\u6cd5\u662f\u5f15\u5165\u4e8b\u4ef6\u9a45\u52d5\u7684\u8996\u89ba\u8b49\u64da\u8a18\u61b6\uff08event-driven visual evidence memory\uff09\uff0c\u5728\u57f7\u884c\u904e\u7a0b\u4e2d\u5075\u6e2c\u8207\u4efb\u52d9\u76f8\u95dc\u7684\u4e8b\u4ef6\uff0c\u628a\u5c0d\u61c9\u7684\u95dc\u9375\u5e40\u4ee5\u539f\u59cb\u5f71\u50cf\u5f62\u5f0f\u5b58\u5165\u8a18\u61b6\u9ad4\uff0c\u4e26\u5728\u5f8c\u7e8c\u52d5\u4f5c\u9810\u6e2c\u6642\u91cd\u65b0\u53d6\u7528\u9019\u4e9b\u756b\u9762\u4f5c\u70ba\u53c3\u8003\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u9805\u76ee\u540c\u6642\u767c\u4f48\u4e86 RoboTwin-MeM \u57fa\u6e96\u6e2c\u8a66\uff0c\u9019\u662f\u5efa\u57fa\u65bc RoboTwin 2.0 \u7684\u8a18\u61b6\u4f9d\u8cf4\u578b\u64cd\u4f5c\u8a55\u6e2c\u74b0\u5883\uff0c\u5305\u542b\u516b\u500b\u9700\u8981\u9577\u6642\u5e8f\u8a18\u61b6\u7684\u4efb\u52d9\uff0c\u4f8b\u5982\u4f9d\u5e8f\u62fe\u53d6\u7269\u4ef6\u3001\u6309\u7167\u7d19\u4e0a\u6307\u793a\u91cd\u8907\u653e\u4e0b\u7a4d\u6728\u3001\u4f9d\u6307\u793a\u91cd\u73fe\u8def\u7dda\u7b49\u3002\u8207\u540c\u985e VLA \u6846\u67b6\u76f8\u6bd4\uff0cEventVLA \u7684\u5dee\u7570\u5728\u65bc\u5b83\u4e0d\u53ea\u58d3\u7e2e\u96b1\u72c0\u614b\uff0c\u800c\u662f\u4fdd\u7559\u539f\u59cb\u95dc\u9375\u5e40\u5f71\u50cf\u4f5c\u70ba\u53ef\u56de\u6eaf\u7684\u8996\u89ba\u8b49\u64da\uff0c\u9019\u5728\u9700\u8981\u7cbe\u78ba\u56de\u61b6\u65e9\u671f\u7a7a\u9593\u914d\u7f6e\u7684\u4efb\u52d9\u4e0a\u7279\u5225\u6709\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u90e8\u7f72\u8207\u6e2c\u8a66\u65b9\u5f0f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5efa\u8b70\u5efa\u7acb\u5169\u500b conda \u74b0\u5883\uff1a\u4e00\u500b\u7528\u65bc RoboTwin-MeM \u6a21\u64ec\uff0c\u53e6\u4e00\u500b\u7528\u65bc EventVLA \u6a21\u578b\u8a13\u7df4\u8207\u63a8\u8ad6\u3002<\/li>\n<li>\u5f9e Hugging Face \u4e0b\u8f09\u5c0d\u61c9\u7684 checkpoint\uff08RoboTwin-MeM \u6216 RMBench \u7248\u672c\uff09\uff0c\u642d\u914d\u76f8\u61c9\u7684\u8a55\u6e2c\u8173\u672c\u5373\u53ef\u5728\u6a21\u64ec\u74b0\u5883\u4e2d\u91cd\u73fe\u7d50\u679c\u3002<\/li>\n<li>\u6578\u64da\u96c6\u540c\u6642\u63d0\u4f9b HDF5 \u8ecc\u8de1\u683c\u5f0f\u8207 LeRobot 2.1 \u8a13\u7df4\u683c\u5f0f\uff0c\u65b9\u4fbf\u4e0d\u540c\u8a13\u7df4\u6d41\u7a0b\u76f4\u63a5\u53d6\u7528\u3002<\/li>\n<li>\u76ee\u524d\u7a0b\u5f0f\u78bc\u5df2\u652f\u63f4\u6a21\u64ec\u8a13\u7df4\u8207\u8a55\u4f30\uff0c\u771f\u5be6\u6a5f\u5668\u4eba\u63a8\u8ad6\u8207\u5fae\u8abf\u6a21\u578b\u4ecd\u5728\u958b\u767c\u4e2d\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u91cd\u9ede\u6458\u8981<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u6a5f\u5236<\/strong>\uff1a\u4e8b\u4ef6\u9a45\u52d5\u7684\u95dc\u9375\u5e40\u8a18\u61b6\uff0c\u4ee5\u539f\u59cb\u5f71\u50cf\u5132\u5b58\u8996\u89ba\u8b49\u64da\u800c\u975e\u50c5\u58d3\u7e2e\u96b1\u72c0\u614b\u3002<\/li>\n<li><strong>\u914d\u5957\u57fa\u6e96<\/strong>\uff1aRoboTwin-MeM \u5305\u542b\u516b\u500b\u9577\u6642\u5e8f\u8a18\u61b6\u4f9d\u8cf4\u4efb\u52d9\u3002<\/li>\n<li><strong>\u76ee\u524d\u72c0\u614b<\/strong>\uff1a\u6a21\u64ec\u74b0\u5883\u8a13\u7df4\u8207\u8a55\u4f30\u5df2\u958b\u6e90\uff0c\u771f\u5be6\u4e16\u754c\u90e8\u7f72\u5c1a\u672a\u91cb\u51fa\u3002<\/li>\n<li><strong>\u9069\u7528\u5834\u666f<\/strong>\uff1a\u9700\u8981\u56de\u6eaf\u65e9\u671f\u8996\u89ba\u7dda\u7d22\u7684\u591a\u6b65\u9a5f\u6a5f\u5668\u4eba\u64cd\u4f5c\u4efb\u52d9\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f9e\u5df2\u91cb\u51fa\u7684\u8cc7\u6e90\u4f86\u770b\uff0c\u7814\u7a76\u4eba\u54e1\u8207\u6a5f\u5668\u4eba\u5718\u968a\u53ef\u76f4\u63a5\u900f\u904e Hugging Face \u4e0a\u7684 checkpoint \u8207 RoboTwin-MeM \u6578\u64da\u96c6\u9032\u884c\u57fa\u6e96\u6e2c\u8a66\u8207\u6a21\u578b\u5fae\u8abf\uff0c\u8a55\u4f30\u8a18\u61b6\u6a5f\u5236\u5c0d\u9577\u6642\u5e8f\u4efb\u52d9\u8868\u73fe\u7684\u5f71\u97ff\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/InternRobotics\/EventVLA\" rel=\"noopener noreferrer\">https:\/\/github.com\/InternRobotics\/EventVLA<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9805\u76ee\u4e3b\u9801\uff1a<\/strong> <a href=\"https:\/\/ganlin-yang.github.io\/EventVLA.github.io\/\" rel=\"noopener noreferrer\">https:\/\/ganlin-yang.github.io\/EventVLA.github.io\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6a21\u578b\uff1a<\/strong> <a href=\"https:\/\/huggingface.co\/ganlinyang\/EventVLA\/tree\/main\" rel=\"noopener noreferrer\">https:\/\/huggingface.co\/ganlinyang\/EventVLA\/tree\/main<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>EventVLA 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