{"id":8020,"date":"2026-08-24T16:55:57","date_gmt":"2026-08-24T08:55:57","guid":{"rendered":"https:\/\/www.xinyixx.com\/?p=8020"},"modified":"2026-08-24T16:57:04","modified_gmt":"2026-08-24T08:57:04","slug":"drcapsule","status":"publish","type":"post","link":"https:\/\/www.xinyixx.com\/index.php\/2026\/08\/24\/drcapsule\/","title":{"rendered":"\u7528python\u590d\u523b\u4e86\u7ecf\u5178\u6e38\u620f\u9a6c\u91cc\u5965\u533b\u751f\u2014\u2014\u80f6\u56ca\u533b\u751f Dr. Capsule"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u672c\u7cfb\u5217<\/strong>\uff1a\u628a\u8fd9\u4e24\u5e74\u7528 Python \u5199\u7684\u5341\u51e0\u4e2a\u5c0f\u9879\u76ee\u6328\u4e2a\u5f00\u6e90\u3001\u6328\u4e2a\u8bf4\u6e05\u695a\u3002\u4e0d\u8bb2&#8221;\u6211\u505a\u4e86\u4ec0\u4e48&#8221;\uff0c\u8bb2&#8221;\u505a\u7684\u8fc7\u7a0b\u4e2d\u88ab\u4ec0\u4e48\u6253\u8138\u3001\u6700\u540e\u600e\u4e48\u60f3\u660e\u767d\u7684&#8221;\u3002 <strong>\u7b2c 2 \u7bc7 \u00b7 \u80f6\u56ca\u533b\u751f Dr. Capsule<\/strong>\uff08\u4e0a\u4e00\u7bc7\uff1a<a href=\"https:\/\/github.com\/ghostgorge\/ArrowExodusV2\">\u79bb\u9635 Arrow Exodus<\/a>\uff09 \u6e90\u7801\uff1a<a href=\"https:\/\/github.com\/ghostgorge\/DrMarioClone\">github.com\/ghostgorge\/DrMarioClone<\/a> \u6280\u672f\u6808\uff1aPython + pygame\uff0c<strong>\u96f6\u7d20\u6750\u6587\u4ef6<\/strong>\u2014\u2014\u97f3\u9891\u7528 numpy \u5b9e\u65f6\u5408\u6210\uff0c\u56fe\u5f62\u5168\u7a0b\u5e8f\u5316\u7ed8\u5236\uff0c\u4ee3\u7801\u4e0e\u97f3\u4e50\u5747\u4e3a\u539f\u521b<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u5148\u8bf4\u8fd9\u4e2a\u73a9\u6cd5\u771f\u6b63\u7684\u5206\u6c34\u5cad<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u300a\u9a6c\u91cc\u5965\u533b\u751f\u300b\u770b\u7740\u5c31\u662f\u4e2a\u843d\u7269\u6d88\u9664\uff0c\u8ddf\u300a\u4fc4\u7f57\u65af\u65b9\u5757\u300b\u300a\u9b54\u6cd5\u6c14\u6ce1\u300b\u50cf\u662f\u4e00\u5bb6\u4eba\u3002\u4f46\u5b83\u6709\u4e00\u6761\u89c4\u5219\uff0c\u4e00\u6761\u5c31\u628a\u5b83\u548c\u6240\u6709\u540c\u7c7b\u5206\u5f00\u4e86\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u534a\u91cd\u529b\u3002<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u75c5\u6bd2<strong>\u6c38\u4e0d\u4e0b\u843d<\/strong>\uff0c\u710a\u6b7b\u5728\u74f6\u91cc<\/li>\n\n\n\n<li>\u4e00\u9897<strong>\u5b8c\u6574\u80f6\u56ca\u53ea\u8981\u6709\u4efb\u610f\u4e00\u534a\u88ab\u652f\u6491\uff0c\u6574\u9897\u5c31\u60ac\u505c<\/strong>\u2014\u2014\u54ea\u6015\u53e6\u4e00\u534a\u4e0b\u65b9\u662f\u60ac\u7a7a\u7684<\/li>\n\n\n\n<li>\u53ea\u6709\u88ab\u6d88\u9664\u62c6\u6563\u7684<strong>\u5b64\u7acb\u534a\u5757<\/strong>\u624d\u81ea\u7531\u4e0b\u843d<\/li>\n<\/ul>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6761\u89c4\u5219\u7684\u540e\u679c\u975e\u5e38\u5927\uff1a\u4f60\u53ef\u4ee5<strong>\u523b\u610f\u642d\u51fa\u60ac\u7a7a\u5e73\u53f0<\/strong>\uff0c\u628a\u67d0\u4e2a\u989c\u8272\u9001\u5230\u672c\u6765\u591f\u4e0d\u5230\u7684\u4f4d\u7f6e\u3002\u8fd9\u662f\u672c\u4f5c\u72ec\u6709\u7684\u7a7a\u95f4\u6280\u5de7\uff0c\u300a\u9b54\u6cd5\u6c14\u6ce1\u300b\u91cc\u4e0d\u5b58\u5728\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u4ef7\u4e5f\u5f88\u76f4\u63a5\uff1a\u56e0\u4e3a\u6d88\u9664\u540e\u5927\u90e8\u5206\u4e1c\u897f\u4e0d\u584c\uff0c<strong>\u8fde\u9501\u4e0a\u9650\u88ab\u538b\u5230 1\u20133 \u7ea7<\/strong>\u3002\u6240\u4ee5\u8fd9\u6e38\u620f\u7684\u723d\u70b9\u4e0d\u5728\u957f\u8fde\u9501\uff0c\u800c\u5728&#8221;\u7528\u6700\u5c11\u7684\u836f\u6e05\u6389\u6700\u540e\u90a3\u53ea\u75c5\u6bd2&#8221;\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u628a\u8fd9\u6761\u89c4\u5219\u505a\u6210\u4e86\u53ef\u5207\u6362\u7684\uff1a\u591a\u505a\u4e86\u4e00\u4e2a<strong>\u5168\u91cd\u529b\u53d8\u4f53\u6a21\u5f0f<\/strong>\uff08\u6d88\u9664\u540e\u89e3\u94fe\u3001\u8be5\u584c\u7684\u90fd\u584c\uff09\uff0c\u628a\u8fde\u9501\u6df1\u5ea6\u8fd8\u7ed9\u786c\u6838\u73a9\u5bb6\u3002\u4e24\u79cd\u7269\u7406\u5e76\u5b58\uff0c\u4e5f\u987a\u5e26\u6210\u4e86\u81ea\u6d4b\u91cc\u6700\u597d\u7528\u7684\u5bf9\u7167\u7ec4\u2014\u2014\u540e\u9762\u4f1a\u8bb2\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4f59\u7684\u8fd8\u539f\u9879\uff1a8\u00d716 \u74f6\u3001<code>4\u00d7(level+1)<\/code> \u75c5\u6bd2\uff08Lv20 \u4e0a\u9650 84\uff09\u3001<strong>\u22654<\/strong> \u624d\u6d88\u9664\uff083 \u8fde\u4e0d\u89e6\u53d1\uff09\u3001LOW\/MED\/HI \u4e09\u6863\u4e0b\u843d\u901f\u5ea6\u3001\u6bcf 10 \u9897\u80f6\u56ca\u63d0\u901f\u3001\u5355\u6b21\u843d\u5b50\u591a\u6740\u75c5\u6bd2\u7684\u5206\u6570\u500d\u589e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u6218\u9001\u51fa\u7684\u5783\u573e\u662f<strong>\u53ef\u6d88\u9664\u7684\u5355\u8272\u534a\u5757<\/strong>\u2014\u2014\u8fd9\u70b9\u503c\u5f97\u5355\u72ec\u8bf4\uff1a\u5783\u573e\u672c\u8eab\u80fd\u88ab\u7b97\u8fdb\u8fde\u7ebf\uff0c\u4e5f\u5c31\u662f\u8bf4\u9632\u5fa1\u91cc\u5929\u7136\u8574\u542b\u53cd\u51fb\uff0c\u5c40\u9762\u6c38\u8fdc\u4fdd\u7559\u9006\u8f6c\u7a7a\u95f4\u3002\u8fd9\u8ddf&#8221;\u5f80\u4f60\u74f6\u91cc\u5012\u4e0d\u53ef\u6d88\u9664\u7684\u7070\u5757&#8221;\u662f\u4e24\u79cd\u6e38\u620f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e6\u5916\u75c5\u6bd2\u751f\u6210\u5668\u5e26\u4e09\u7ea7\u653e\u5bbd\u7ea6\u675f\u9636\u68af\uff0c\u4fdd\u8bc1<strong>\u5f00\u5c40\u7edd\u4e0d\u5b58\u5728\u5df2\u6210\u578b\u6216\u63a5\u8fd1\u6210\u578b\u7684\u8fde\u7ebf<\/strong>\u2014\u2014\u4f60\u7684\u6bcf\u4e00\u5206\u90fd\u6765\u81ea\u81ea\u5df1\u7684\u64cd\u4f5c\uff0c\u6ca1\u6709\u4e00\u5206\u662f\u767d\u9001\u7684\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u4e09\u4e2a\u771f bug\uff0c\u6bcf\u4e00\u4e2a\u90fd\u6539\u53d8\u4e86\u5bf9\u73a9\u6cd5\u7684\u7406\u89e3<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u914d\u8272\u888b\u7684\u65b9\u5411\u505a\u53cd\u4e86<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u5f00\u59cb\u7167\u300a\u4fc4\u7f57\u65af\u65b9\u5757\u300b\u7684 7-bag \u601d\u8def\u505a\u9632\u7f3a\u8272\u6d17\u724c\u3002\u5b9e\u6d4b\u4e00\u8dd1\uff1a<strong>\u7eaf\u8272\u80f6\u56ca\u7387\u4ece 33% \u6389\u5230\u4e86 20%\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6070\u597d\u997f\u6b7b\u4e86\u6b8b\u5c40\u6700\u9700\u8981\u7684\u724c\u578b\u2014\u2014\u6536\u5c3e\u65f6\u4f60\u8981\u7684\u5f80\u5f80\u5c31\u662f\u4e00\u9897\u7eaf\u8272\u80f6\u56ca\uff0c\u6b63\u597d\u8865\u4e0a\u90a3\u53ea\u5b64\u96f6\u96f6\u7684\u75c5\u6bd2\u3002\u9632\u7f3a\u8272\u673a\u5236\u628a&#8221;\u5e73\u5747&#8221;\u505a\u51fa\u6765\u4e86\uff0c\u5374\u628a&#8221;\u4f60\u771f\u6b63\u7b49\u7684\u90a3\u5f20\u724c&#8221;\u7ed9\u7a00\u91ca\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6539\u6210\u300c\u5747\u5300\u5206\u5e03 + \u6bcf\u8272\u7f3a\u8272\u8ba1\u6570\u5668\u5f3a\u5236\u8865\u8272\u300d\uff1a\u7eaf\u8272\u7387\u56de\u5230 1\/3\uff0c\u7f3a\u8272\u4e0a\u9650\u9501\u5728 9 \u4e2a\u534a\u5757\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6559\u8bad\uff1a\u968f\u673a\u6027\u7684\u76ee\u6807\u4e0d\u662f&#8221;\u516c\u5e73&#8221;\uff0c\u662f&#8221;\u4e0d\u8981\u997f\u6b7b\u73a9\u5bb6\u7684\u4e3b\u8981\u6218\u672f&#8221;\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. AI \u7684\u843d\u70b9\u679a\u4e3e\u5047\u8bbe\u9519\u4e86<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u672c\u679a\u4e3e\u843d\u70b9\u65f6\u8981\u6c42&#8221;\u7b2c 0 \u884c\u80fd\u6c34\u5e73\u5c31\u4f4d&#8221;\u3002\u542c\u7740\u5408\u7406\uff0c\u5b9e\u9645\u4e0a\u5806\u9ad8\u4e4b\u540e\u5927\u91cf\u5408\u6cd5\u9009\u9879\u88ab\u780d\u6389\u2014\u2014\u800c\u88ab\u780d\u6389\u7684\uff0c\u6070\u597d\u662f\u597d\u73a9\u5bb6\u6700\u4f9d\u8d56\u7684<strong>\u585e\u7f1d\u843d\u70b9<\/strong>\uff08\u4ece\u4e0a\u9762\u659c\u63d2\u8fdb\u4e00\u4e2a\u6d1e\u91cc\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6539\u6210 BFS \u679a\u4e3e\u53ef\u8fbe\u72b6\u6001\u5e76<strong>\u56de\u653e\u5b9e\u9645\u52a8\u4f5c\u8def\u5f84<\/strong>\uff0c\u4fdd\u8bc1\u6a21\u62df\u51fa\u6765\u7684\u843d\u70b9\u5c31\u662f\u6267\u884c\u5f97\u51fa\u6765\u7684\u843d\u70b9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u6700\u503c\u94b1\u7684\u4e00\u6761\uff1a\u5931\u8d25\u6761\u4ef6\u662f\u5c40\u90e8\u7684\uff0c\u8bc4\u4f30\u51fd\u6570\u5374\u662f\u5168\u5c40\u7684<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u5728 Lv6 \u6253\u4e86 <strong>88 \u9897\u80f6\u56ca<\/strong>\u3001\u628a\u75c5\u6bd2\u78e8\u5230\u53ea\u5269 10 \u53ea\uff0c\u7136\u540e\u8f93\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">dump \u51fa\u68cb\u76d8\u624d\u770b\u6e05\u662f\u600e\u4e48\u6b7b\u7684\uff1a\u5b83\u628a<strong>\u51fa\u751f\u5217\u5806\u6b7b\u4e86\uff0c\u800c 0\/1\/2\/4 \u5217\u4ece\u4e0a\u5230\u4e0b\u5168\u662f\u7a7a\u7684\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u56e0\u5f88\u6e05\u695a\uff1a\u8fd9\u6e38\u620f\u91cc\u53ea\u6709\u51fa\u751f\u70b9\u90a3\u4e24\u683c\u80fd\u6740\u6b7b\u4f60\uff0c\u662f\u4e00\u4e2a<strong>\u5c40\u90e8<\/strong>\u6761\u4ef6\u3002\u800c\u6211\u7684\u8bc4\u4f30\u51fd\u6570\u7528\u5168\u5c40 <code>max(height)<\/code> \u6765\u8868\u8fbe&#8221;\u5806\u592a\u9ad8\u4e86&#8221;\uff0c\u60e9\u7f5a\u4e0a\u9650\u53ea\u6709 48 \u5206\u2014\u2014\u800c\u4e00\u4e2a&#8221;\u4e09\u8fde\u542b\u75c5\u6bd2&#8221;\u7684\u6536\u76ca\u662f 85 \u5206\u3002\u4e8e\u662f AI \u5b8c\u5168\u7406\u6027\u5730\u505a\u51fa\u4e86\u9009\u62e9\uff1a<strong>\u4e3a\u4e00\u6761\u6f5c\u5728\u8fde\u7ebf\u5835\u6b7b\u74f6\u53e3\u662f\u5212\u7b97\u7684\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u52a0\u4e0a\u51fa\u751f\u5217\u7684\u4e8c\u6b21\u60e9\u7f5a\u4e4b\u540e\uff0c\u901a\u5173\u7387 22% \u2192 28%\uff0cLv0\u20134 \u7a33\u5b9a\u901a\u5173\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u6761\u6bd4\u6211\u8bd5\u8fc7\u7684\u6240\u6709\u6743\u91cd\u8c03\u6574\u52a0\u8d77\u6765\u90fd\u503c\u94b1\u3002\u5b83\u4e5f\u662f\u539f\u4f5c\u673a\u5236\u91cc\u4e00\u6761<strong>\u4ece\u6ca1\u88ab\u5199\u51fa\u6765\u7684\u9690\u542b\u8bbe\u8ba1\u7ea6\u675f<\/strong>\uff1a\u74f6\u9888\u662f\u552f\u4e00\u7684\u6b7b\u56e0\uff0c\u6240\u6709\u5e03\u5c40\u51b3\u7b56\u90fd\u5fc5\u987b\u5148\u670d\u52a1\u4e8e\u5b83\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u666e\u9002\u7684\u7248\u672c\uff1a<strong>\u5f53\u5931\u8d25\u6761\u4ef6\u662f\u5c40\u90e8\u7684\uff0c\u8bc4\u4f30\u51fd\u6570\u5c31\u5fc5\u987b\u663e\u5f0f\u8868\u8fbe\u90a3\u4e2a\u5c40\u90e8\u91cf\u3002<\/strong> \u7528\u5168\u5c40\u7edf\u8ba1\u91cf\u53bb\u8fd1\u4f3c\u4e00\u4e2a\u5c40\u90e8\u7ea6\u675f\uff0c\u4f18\u5316\u5668\u4e00\u5b9a\u4f1a\u627e\u5230\u90a3\u6761\u7f1d\u94bb\u8fc7\u53bb\u2014\u2014\u5b83\u4e0d\u662f\u7b28\uff0c\u662f\u4f60\u7ed9\u7684\u76ee\u6807\u5199\u9519\u4e86\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u4fee\u597d\u4e4b\u540e AI \u7684\u5931\u8d25\u6a21\u5f0f\u4ece&#8221;\u5d29\u76d8&#8221;\u53d8\u6210\u4e86&#8221;\u6536\u4e0d\u6389\u5c3e&#8221;\u3002\u8fd9\u672c\u8eab\u5c31\u662f\u4e00\u6b21\u8d28\u53d8\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001AI \u5230\u5e95\u6709\u591a\u5f3a\uff08\u5b9e\u6d4b\uff0c\u4e0d\u662f\u4f30\u8ba1\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5173\u5361<\/th><th>\u8868\u73b0<\/th><\/tr><\/thead><tbody><tr><td>Lv0<\/td><td>\u7a33\u5b9a\u901a\u5173<\/td><\/tr><tr><td>Lv2\u20134<\/td><td>\u80fd\u6253 150\u2013260 \u9897\u80f6\u56ca\uff0c\u628a\u75c5\u6bd2\u78e8\u5230\u53ea\u5269 1\u20132 \u53ea\uff0c\u7136\u540e\u5361\u5728\u6b8b\u5c40<\/td><\/tr><tr><td>Lv16+<\/td><td>\u5f88\u5feb\u9635\u4ea1<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5361\u6b8b\u5c40\u7684\u539f\u56e0\u662f\u7ed3\u6784\u6027\u7684\uff1a\u6700\u540e\u51e0\u53ea\u6563\u843d\u7684\u75c5\u6bd2\u9700\u8981<strong>\u7279\u5b9a\u989c\u8272\u843d\u5728\u7279\u5b9a\u683c\u5b50<\/strong>\uff0c\u800c\u4e00\u5230\u4e8c\u5c42\u7684\u8d2a\u5fc3\u641c\u7d22\u6ca1\u6709\u529e\u6cd5\u4e3a\u6b64\u505a\u89c4\u5212\u2014\u2014\u5b83\u770b\u4e0d\u5230&#8221;\u518d\u7b49\u4e09\u9897\u80f6\u56ca\u5c31\u80fd\u51d1\u5230\u90a3\u4e2a\u9ec4\u8272&#8221;\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\u6211\u4e0d\u5439\u5b83\u662f\u5f3a AI\u3002\u5b83\u4f5c\u4e3a\u5bf9\u6218\u5bf9\u624b\u5b8c\u5168\u591f\u7528\uff1a\u80fd\u6d3b\u5f88\u4e45\u3001\u6301\u7eed\u9001\u5783\u573e\u3001\u4e0d\u4f1a\u81ea\u6740\u5f0f\u5d29\u76d8\u3002\u591f\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6027\u80fd\u4e0a\u505a\u4e86\u4e00\u4ef6\u4e8b\u503c\u5f97\u8bf4<\/strong>\uff1a\u5b8c\u6574 2-ply \u641c\u7d22\u4e00\u6b21\u8981\u7ea6 90ms\uff0c60fps \u4e0b\u662f<strong>\u8089\u773c\u53ef\u89c1\u7684\u5361\u987f<\/strong>\u3002\u89e3\u6cd5\u4e0d\u662f\u780d\u641c\u7d22\u6df1\u5ea6\uff0c\u800c\u662f<strong>\u8de8\u5e27\u589e\u91cf\u641c\u7d22<\/strong>\u2014\u2014\u80f6\u56ca\u4ece\u751f\u6210\u5230\u843d\u5730\u6709 100 \u591a\u5e27\uff0c\u628a\u5019\u9009\u8bc4\u4f30\u6309\u6bcf\u5e27\u56fa\u5b9a\u9884\u7b97\u644a\u8fdb\u53bb\u3002\u68cb\u529b\u4e00\u70b9\u6ca1\u53d8\uff0c\u5e27\u65f6\u95f4\u7a33\u5b9a\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u6d4b\u5e27\u8017\u65f6\uff08\u9884\u7b97 16.7ms\uff09\uff1a\u5355\u4eba avg 4.6ms\u3001\u53cc\u4eba avg 7.6ms\u3001\u5bf9\u6218\u7535\u8111 avg 8.5ms \/ <strong>worst 15.8ms<\/strong>\u3002worst \u79bb\u9884\u7b97\u592a\u8fd1\uff0c\u6240\u4ee5\u53c8\u628a AI \u6bcf\u5e27\u9884\u7b97\u4e0b\u8c03\u4e00\u6863\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u81ea\u6d4b\uff1a\u4e00\u4e2a&#8221;\u6d4b\u4e86\u4e2a\u5bc2\u5bde&#8221;\u7684\u6559\u8bad<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u534a\u91cd\u529b \/ \u5168\u91cd\u529b\u7684\u5dee\u5f02\uff0c\u6700\u521d\u6211\u662f\u8fd9\u4e48\u6d4b\u7684\uff1a\u8ba9 AI \u8dd1\u82e5\u5e72\u5c40\uff0c\u6bd4\u4e24\u79cd\u7269\u7406\u4e0b\u7684\u8fde\u9501\u6df1\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6d4b\u51fa\u6765\u7684\u7eaf\u662f\u566a\u58f0<\/strong>\u2014\u2014\u56e0\u4e3a AI \u4ece\u4e0d\u4e3b\u52a8\u642d\u8fde\u9501\u3002\u6211\u6d4b\u7684\u4e0d\u662f\u7269\u7406\u89c4\u5219\uff0c\u662f AI \u7684\u7656\u597d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73b0\u5728\u6539\u6210<strong>\u6784\u9020\u5c40\u9762\u505a\u786e\u5b9a\u6027\u9a8c\u8bc1<\/strong>\uff1a\u6446\u51fa\u4e00\u4e2a&#8221;\u6d88\u9664\u540e\u6709\u534a\u5757\u60ac\u7a7a&#8221;\u7684\u7cbe\u786e\u5c40\u9762\uff0c\u534a\u91cd\u529b\u4e0b\u6574\u9897\u80f6\u56ca\u60ac\u505c\u3001\u7ea7\u8054\u505c\u5728 1 \u8fde\u9501\uff1b\u5168\u91cd\u529b\u4e0b\u89e3\u94fe\u5760\u843d\u3001\u7ea7\u8054\u7ee7\u7eed\u5230 2 \u8fde\u9501\u3002\u4e00\u6b21\u65ad\u8a00\uff0c\u96f6\u566a\u58f0\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u89c4\u5219\u5c42\u7684\u5dee\u5f02\u8981\u7528\u6784\u9020\u5c40\u9762\u6d4b\uff0c\u4e0d\u8981\u7528 AI \u5bf9\u5c40\u91c7\u6837\u3002<\/strong> \u91c7\u6837\u6d4b\u51fa\u6765\u7684\u662f\u7b56\u7565\u5206\u5e03\uff0c\u4e0d\u662f\u89c4\u5219\u3002<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e09\u5957\u81ea\u6d4b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python selftest_board.py    # 25 \u9879\u89c4\u5219\u6d4b\u8bd5\uff1a\u534a\u91cd\u529b\u3001\u6d88\u9664\u3001\u75c5\u6bd2\u751f\u6210\u3001\u914d\u8272\u888b\u300116000 \u6b21\u843d\u5b50\u538b\u529b\u6d4b\u8bd5\npython selftest_session.py  # \u5bf9\u5c40\u5c42\uff1a\u65cb\u8f6c\u95ed\u73af\u3001\u8e22\u5899\u3001\u9501\u5b9a\u5ef6\u8fdf\u3001Hold\u3001AI \u901a\u5173\u3001\u5bf9\u6218\u4e92\u9001\u5783\u573e\npython smoke_test.py        # \u5168\u5e94\u7528\u70df\u96fe\uff1a\u56db\u6a21\u5f0f \u00d7 \u4e24\u8bed\u8a00 \u00d7 \u6240\u6709\u5f00\u5173\u7ec4\u5408\uff0c\u6ce8\u5165\u5408\u6210\u6309\u952e\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><code>build_exe.bat<\/code> \u4f1a<strong>\u5148\u8dd1\u81ea\u6d4b\u518d\u6253\u5305\uff0c\u81ea\u6d4b\u4e0d\u8fc7\u5c31\u4e0d\u6253\u5305<\/strong>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">v1.0.1 \u4fee\u7684\u662f\u81ea\u6d4b\u81ea\u5df1\u7684\u6bdb\u75c5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">v1.0.0 \u4ea4\u4ed8\u540e\uff0c\u6253\u5305\u5728\u7528\u6237\u673a\u5668\u4e0a\u76f4\u63a5\u5931\u8d25\u4e86\u3002\u800c\u6240\u6709\u73a9\u6cd5\u6d4b\u8bd5<strong>\u5168\u7eff<\/strong>\u2014\u2014\u6302\u6389\u7684\u662f\u8fd9\u4e48\u4e00\u6761\u65ad\u8a00\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><code>integration run finished quickly<\/code> \u2014\u2014 171.9s\uff0c\u9608\u503c 120s\uff0c<code>goto :fail<\/code><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u672c\u5730\u8dd1 48 \u79d2\uff0c\u7528\u6237\u673a\u5668\u4e0a Python 3.9 \u8dd1 AI \u96c6\u6210\u6d4b\u8bd5\u8981 170\u2013180 \u79d2\u3002\u4e8e\u662f\u6784\u5efa\u88ab\u4e00\u6761<strong>\u4e0e\u6b63\u786e\u6027\u5b8c\u5168\u65e0\u5173<\/strong>\u7684\u5899\u949f\u65f6\u95f4\u65ad\u8a00\u5361\u6b7b\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6559\u8bad\uff1a\u81ea\u6d4b\u91cc\u4e0d\u8981\u5199\u5899\u949f\u65f6\u95f4\u65ad\u8a00\u3002<\/strong> \u6027\u80fd\u8981\u6d4b\u5c31\u5355\u72ec\u6d4b\u3001\u5355\u72ec\u62a5\u544a\uff0c\u7edd\u4e0d\u80fd\u6302\u5728\u6784\u5efa\u94fe\u8def\u4e0a\u2014\u2014\u4e0d\u540c\u673a\u5668\u3001\u4e0d\u540c\u89e3\u91ca\u5668\u7248\u672c\u3001\u4e0d\u540c\u540e\u53f0\u8d1f\u8f7d\uff0c\u80fd\u5dee\u4e09\u500d\u4ee5\u4e0a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u5176\u4ed6\u5b9e\u73b0\u7ec6\u8282<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>P0\uff08\u4e0d\u505a\u5c31\u662f\u6b8b\u7f3a\uff09<\/strong>\uff1a3 \u683c\u9884\u89c8 + Hold \u69fd\u3001\u914d\u8272\u888b\u9632\u7f3a\u8272\u3001<strong>\u8272\u5757\u53e0\u52a0\u5f62\u72b6\u7b26\u53f7 \u2605\/\u25cf\/\u25a0<\/strong>\uff08\u8272\u89c9\u8f85\u52a9\u2014\u2014\u4e09\u8272\u6d88\u9664\u6e38\u620f\u4e0d\u505a\u8fd9\u4e2a\u7b49\u4e8e\u628a\u4e00\u90e8\u5206\u73a9\u5bb6\u5173\u5728\u95e8\u5916\uff09\u3001\u9501\u5b9a\u5ef6\u8fdf 20 \u5e27 + \u843d\u70b9\u5e7d\u7075\u6295\u5f71\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>P1<\/strong>\uff1a\u6b8b\u5c40\u914d\u8272\u8f85\u52a9\uff08\u5269 \u22643 \u53ea\u75c5\u6bd2\u65f6\u504f\u7f6e\u62bd\u8272\uff0c\u4f46<strong>\u4fdd\u7559 20% \u968f\u673a<\/strong>\u4ee5\u514d\u9000\u5316\u6210\u65e0\u8111\uff09\u3001LEVEL\u00d7SPEED \u6b63\u4ea4\u81ea\u9009\u96be\u5ea6\u3001\u74f6\u8eab\u53d8\u7ea2 + BGM \u53d8\u901f\u7684<strong>\u53cc\u901a\u9053<\/strong>\u5371\u9669\u9884\u8b66\u3001\u4e00\u952e\u91cd\u5f00\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u660e\u786e\u6ca1\u505a<\/strong>\uff1a\u4f53\u529b\u6761\u3001\u5f71\u54cd\u64cd\u4f5c\u7ed3\u679c\u7684\u89d2\u8272\u6280\u80fd\u3001\u4ed8\u8d39\u9053\u5177\u3002\u7406\u7531\u662f\u8fd9\u7c7b\u8bbe\u8ba1<strong>\u7a00\u91ca\u6280\u5de7\u5f52\u56e0<\/strong>\uff0c\u800c\u6280\u5de7\u5f52\u56e0\u662f\u6d88\u9664\u7c7b\u7559\u5b58\u7684\u552f\u4e00\u6839\u57fa\u2014\u2014\u73a9\u5bb6\u5fc5\u987b\u80fd\u786e\u4fe1&#8221;\u8fd9\u5c40\u8f93\u4e86\u662f\u6211\u64cd\u4f5c\u7684\u95ee\u9898&#8221;\uff0c\u5426\u5219\u91cd\u5f00\u7684\u52a8\u673a\u5c31\u6ca1\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56db\u4e2a\u6a21\u5f0f\uff1a\u5355\u4eba\u95ef\u5173\uff080\u201320 \u5173\uff0c\u6309\u7528\u836f\u6548\u7387\u7ed9 1\u20133 \u661f\uff09\u3001\u5bf9\u6218\u7535\u8111\uff08\u4e09\u6863 AI\uff09\u3001\u5bf9\u6218\u53cc\u4eba\uff08\u540c\u5c4f\u4e24\u74f6\uff09\u3001\u6bcf\u65e5\u6311\u6218\uff08\u79cd\u5b50\u53d6\u81ea\u5f53\u5929\u65e5\u671f\uff0c\u5168\u4e16\u754c\u540c\u4e00\u5c40\u9762\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5355\u4eba\u6a21\u5f0f\u4e0b<strong>\u4e24\u5957\u952e\u4f4d\u90fd\u80fd\u7528<\/strong>\uff0c\u968f\u624b\u7528\u54ea\u5957\u90fd\u884c\uff1a<code>WASD+QEZ<\/code> \u6216\u65b9\u5411\u952e + \u5c0f\u952e\u76d8\u3002\u53cc\u4eba\u5bf9\u6218\u65f6 1P \u7528 A \u5957\u30012P \u7528 B \u5957\u3002\u8fde\u6309\u4e24\u6b21 <code>SHIFT<\/code> \u51fa\u4f5c\u5f0a\u9762\u677f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u5df2\u77e5\u8fb9\u754c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Lv20 \u6781\u96be<\/strong>\uff1a84 \u53ea\u75c5\u6bd2\u5360\u6ee1 104 \u683c\u5408\u6cd5\u533a\u57df\uff0c<strong>81% \u5bc6\u5ea6<\/strong>\uff0c\u53ea\u5269 3 \u884c\u64cd\u4f5c\u7a7a\u95f4\u3002\u8fd9\u662f <code>4\u00d7(level+1)<\/code> \u516c\u5f0f\u5728 8\u00d716 \u74f6\u91cc\u7684\u6570\u5b66\u5fc5\u7136\uff0c\u539f\u4f5c\u540c\u6837\u5982\u6b64\u2014\u2014\u5c5e\u4e8e\u8010\u529b\u6d4b\u8bd5\uff0c\u4e0d\u662f\u8bbe\u8ba1\u7f3a\u9677\u3002AI \u5728 Lv16+ \u57fa\u672c\u5fc5\u6b7b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e2d\u6587\u663e\u793a\u4f9d\u8d56\u7cfb\u7edf\u5b57\u4f53\uff0c\u6309 Windows \u2192 macOS \u2192 Linux \u987a\u5e8f\u8bd5\u4e00\u4e32\u5b57\u4f53\u540d\uff0c\u5e76\u7528 <code>Font.metrics()<\/code> <strong>\u63a2\u6d4b\u6c49\u5b57\u5b57\u5f62\u662f\u5426\u771f\u7684\u5b58\u5728<\/strong>\uff08\u6bd4\u6309\u540d\u5b57\u778e\u8bd5\u53ef\u9760\u5f97\u591a\uff09\u3002\u5168\u90fd\u627e\u4e0d\u5230\u65f6\u81ea\u52a8\u9000\u56de\u82f1\u6587\u754c\u9762\u5e76\u5728\u8bbe\u7f6e\u9875\u63d0\u793a\uff0c\u800c\u4e0d\u662f\u6ee1\u5c4f\u8c46\u8150\u5757\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5c3e\u5df4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u9879\u76ee\u6700\u540e\u7559\u7ed9\u6211\u7684\u662f\u4e24\u53e5\u8bdd\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u4e00\u3001\u5f53\u5931\u8d25\u6761\u4ef6\u662f\u5c40\u90e8\u7684\uff0c\u8bc4\u4f30\u51fd\u6570\u5fc5\u987b\u663e\u5f0f\u5305\u542b\u90a3\u4e2a\u5c40\u90e8\u91cf\u3002<\/strong> \u5426\u5219\u4f60\u7684 AI \u4f1a\u7406\u6027\u5730\u94bb\u8fc7\u53bb\uff0c\u800c\u4f60\u4f1a\u4ee5\u4e3a\u5b83\u7b28\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e8c\u3001\u968f\u673a\u6027\u8bbe\u8ba1\u7684\u76ee\u6807\u4e0d\u662f\u516c\u5e73\uff0c\u662f\u522b\u997f\u6b7b\u73a9\u5bb6\u7684\u4e3b\u8981\u6218\u672f\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p 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