{"id":66760,"date":"2026-01-27T14:33:09","date_gmt":"2026-01-27T06:33:09","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/66760.html"},"modified":"2026-01-27T14:33:09","modified_gmt":"2026-01-27T06:33:09","slug":"%e5%bc%80%e5%8f%91agent%e8%87%aa%e5%8a%a8%e7%8e%a9%e6%89%8b%e6%9c%ba%e6%b8%b8%e6%88%8f%ef%bc%8c%e9%99%84%e4%bb%a3%e7%a0%81","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/66760.html","title":{"rendered":"\u5f00\u53d1Agent\u81ea\u52a8\u73a9\u624b\u673a\u6e38\u620f\uff0c\u9644\u4ee3\u7801"},"content":{"rendered":"<p>\u73b0\u5728\u7528AI Agent\u81ea\u52a8\u73a9\u624b\u673a\u6e38\u620f\u90fd\u6210\u6807\u914d\u4e86&#xff0c;\u4e0d\u7528\u518d\u71ac\u591c\u809d\u7b49\u7ea7\u3001\u624b\u5fd9\u811a\u4e71\u8eb2\u6280\u80fd&#xff0c;\u6572\u51e0\u884c\u4ee3\u7801\u5c31\u80fd\u8ba9Agent\u66ff\u4f60\u73a9&#xff0c;\u4ece\u7b80\u5355\u7684\u8df3\u4e00\u8df3\u5230\u738b\u8005\u8363\u8000\u4eba\u673a\u5bf9\u6218&#xff0c;\u901a\u901a\u62ff\u634f&#xff01;\u800c\u4e14\u7528\u7684\u90fd\u662f2026\u5e74\u6700\u65b0\u7684Agent\u6846\u67b6\u548c\u6280\u672f&#xff0c;\u65b0\u624b\u4e5f\u80fd\u8ddf\u7740\u505a&#xff0c;\u6587\u672b\u8fd8\u9644\u5b8c\u6574\u53ef\u8fd0\u884c\u4ee3\u7801&#xff0c;\u5feb\u7801\u4f4f&#xff01;<\/p>\n<p>\u5148\u8ddf\u5927\u5bb6\u5520\u5520\u6838\u5fc3\u903b\u8f91&#xff0c;\u5176\u5b9e\u5f00\u53d1\u6e38\u620fAgent\u4e00\u70b9\u90fd\u4e0d\u590d\u6742&#xff0c;\u8bf4\u767d\u4e86\u5c31\u662f\u8ba9\u7a0b\u5e8f\u62e5\u6709\u201c\u773c\u775b\u201d\u548c\u201c\u624b\u201d&#xff1a;\u773c\u775b\u662f\u89c6\u89c9\u8bc6\u522b\u6a21\u578b&#xff0c;\u80fd\u770b\u61c2\u6e38\u620f\u753b\u9762\u91cc\u7684\u82f1\u96c4\u3001\u602a\u3001\u6309\u94ae\u5728\u54ea&#xff1b;\u624b\u662fADB\/Open-AutoGLM\u8fd9\u4e9b\u5de5\u5177&#xff0c;\u80fd\u6a21\u62df\u624b\u673a\u7684\u70b9\u51fb\u3001\u6ed1\u52a8\u3001\u6309\u538b\u64cd\u4f5c&#xff1b;\u518d\u7ed9\u5b83\u52a0\u4e2a\u201c\u5927\u8111\u201d\u2014\u2014Agent\u51b3\u7b56\u903b\u8f91&#xff0c;\u8ba9\u5b83\u6839\u636e\u753b\u9762\u5224\u65ad\u8be5\u5e72\u561b&#xff0c;\u6bd4\u5982\u770b\u5230\u91ce\u602a\u5c31\u653b\u51fb\u3001\u770b\u5230\u8840\u6761\u4f4e\u5c31\u56de\u57ce&#xff0c;\u4e00\u5957\u6d41\u7a0b\u4e0b\u6765&#xff0c;\u5b8c\u7f8e\u590d\u523b\u4eba\u7c7b\u73a9\u6e38\u620f\u7684\u64cd\u4f5c&#xff5e;<\/p>\n<p>\u8fd9\u91cc\u91cd\u70b9\u63a8\u83502026\u5e74\u521a\u66f4\u7684Open-AutoGLM\u5f00\u6e90\u6846\u67b6&#xff0c;\u8fd9\u53ef\u662f\u76ee\u524d\u624b\u673a\u7aefAgent\u7684\u5929\u82b1\u677f&#x1f44d;&#xff0c;\u652f\u6301Android\u3001\u9e3f\u8499\u751a\u81f3iOS&#xff0c;\u4e0d\u7528ROOT\u624b\u673a&#xff0c;\u7eaf\u89c6\u89c9\u8bc6\u522b\u754c\u9762&#xff0c;\u5c31\u7b97\u6e38\u620f\u66f4\u65b0UI\u4e5f\u4e0d\u7528\u5927\u6539\u4ee3\u7801&#xff0c;\u5bb9\u9519\u7387\u8d85\u9ad8&#xff01;\u6bd4\u4f20\u7edf\u7684ADB\u811a\u672c\u9999\u592a\u591a&#xff0c;\u800c\u4e14\u8fd8\u80fd\u7ed3\u5408Transformer\u505a\u52a8\u4f5c\u51b3\u7b56&#xff0c;\u73a9MOBA\u7c7b\u6e38\u620f\u90fd\u4e0d\u5728\u8bdd\u4e0b\u3002<\/p>\n<p>\u8bdd\u4e0d\u591a\u8bf4&#xff0c;\u54b1\u4eec\u76f4\u63a5\u4e0a\u624b\u505a\u4e00\u4e2a\u81ea\u52a8\u73a9\u5fae\u4fe1\u8df3\u4e00\u8df3\u7684Agent&#xff0c;\u65b0\u624b\u53cb\u597d&#xff0c;\u73af\u5883\u914d\u7f6e\u7b80\u5355&#xff0c;\u8ddf\u7740\u6b65\u9aa4\u6765&#xff0c;10\u5206\u949f\u5c31\u80fd\u8dd1\u901a&#xff01;<\/p>\n<h3>\u4e00\u3001\u51c6\u5907\u5de5\u4f5c&#xff08;\u6572\u9ed1\u677f&#xff01;\u8fd9\u4e9b\u4e00\u5b9a\u8981\u5f04\u597d&#xff09;<\/h3>\n<h4>1. \u786c\u4ef6&amp;\u624b\u673a\u8bbe\u7f6e<\/h4>\n<ul>\n<li>\u4e00\u53f0\u5b89\u5353\u624b\u673a&#xff08;\u9e3f\u8499\u4e5f\u53ef\u4ee5&#xff09;&#xff0c;\u5f00\u542f\u5f00\u53d1\u8005\u6a21\u5f0f&#043;USB\u8c03\u8bd5&#xff08;\u8bbe\u7f6e\u91cc\u641c\u7248\u672c\u53f7\u8fde\u7eed\u70b97\u4e0b\u5c31\u5f00\u4e86&#xff0c;\u8d85\u7b80\u5355&#xff09;<\/li>\n<li>\u7535\u8111\u548c\u624b\u673a\u7528\u6570\u636e\u7ebf\u8fde\u597d&#xff0c;\u6216\u8005\u7528WiFi\u65e0\u7ebf\u8fde\u63a5&#xff08;Open-AutoGLM\u652f\u6301&#xff0c;\u8d85\u65b9\u4fbf&#xff09;<\/li>\n<\/ul>\n<h4>2. \u8f6f\u4ef6\u73af\u5883<\/h4>\n<ul>\n<li>Python 3.10&#043;&#xff08;\u522b\u7528\u592a\u8001\u7684\u7248\u672c&#xff0c;\u5bb9\u6613\u62a5\u9519&#xff09;<\/li>\n<li>\u5b89\u88c5\u6838\u5fc3\u5e93&#xff1a;\u76f4\u63a5\u5728\u547d\u4ee4\u884c\u6572\u8fd9\u884c&#xff0c;\u4e00\u952e\u5b89\u88c5&#x1f447;<\/li>\n<\/ul>\n<p>pip <span class=\"token function\">install<\/span> opencv-python numpy pyminitouch adbutils open-auto-glm  <span class=\"token comment\"># \u6700\u540e\u4e00\u4e2a\u662f\u6700\u65b0\u7684Agent\u6846\u67b6<\/span><\/p>\n<ul>\n<li>\u5b89\u88c5ADB\u9a71\u52a8&#xff08;\u7f51\u4e0a\u641c\u81ea\u5df1\u624b\u673a\u578b\u53f7\u7684ADB\u9a71\u52a8&#xff0c;\u65e0\u8111\u4e0b\u4e00\u6b65\u5b89\u88c5\u5c31\u884c&#xff09;<\/li>\n<\/ul>\n<h3>\u4e8c\u3001\u6838\u5fc3\u539f\u7406\u62c6\u89e3<\/h3>\n<p>\u54b1\u4eec\u7684\u8df3\u4e00\u8df3Agent\u52063\u6b65\u5de5\u4f5c&#xff0c;\u5faa\u73af\u6267\u884c\u5c31\u5b8c\u4e8b\u4e86&#xff0c;\u8d85\u7b80\u5355&#xff1a;<\/p>\n<li>\u622a\u56fe&#xff1a;\u7528ADB\u83b7\u53d6\u624b\u673a\u5f53\u524d\u6e38\u620f\u753b\u9762&#xff0c;\u4f20\u5230\u7535\u8111\u4e0a&#xff1b;<\/li>\n<li>\u8bc6\u522b&#xff1a;\u7528OpenCV\u505a\u56fe\u50cf\u8bc6\u522b&#xff0c;\u627e\u5230\u68cb\u5b50\u7684\u4f4d\u7f6e\u548c\u4e0b\u4e00\u4e2a\u65b9\u5757\u7684\u4e2d\u5fc3\u70b9&#xff1b;<\/li>\n<li>\u64cd\u4f5c&#xff1a;\u8ba1\u7b97\u68cb\u5b50\u5230\u65b9\u5757\u7684\u8ddd\u79bb&#xff0c;\u6362\u7b97\u6210\u624b\u673a\u6309\u538b\u65f6\u95f4&#xff0c;\u518d\u7528ADB\u6a21\u62df\u6309\u538b\u5c4f\u5e55&#xff0c;\u5b8c\u6210\u8df3\u8dc3&#xff5e;<\/li>\n<p>\u5168\u7a0b\u4e0d\u7528\u590d\u6742\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b&#xff0c;\u7eaf\u4f20\u7edf\u89c6\u89c9&#043;\u7b80\u5355\u51b3\u7b56&#xff0c;\u65b0\u624b\u4e5f\u80fd\u7406\u89e3&#xff0c;\u5b66\u4f1a\u8fd9\u4e2a\u518d\u8fdb\u9636\u5230\u738b\u8005\u8363\u8000Agent\u5c31\u8f7b\u677e\u591a\u4e86&#xff5e;<\/p>\n<h3>\u4e09\u3001\u5b8c\u6574\u53ef\u8fd0\u884c\u4ee3\u7801&#xff08;\u76f4\u63a5\u590d\u5236\u5c31\u80fd\u7528&#xff09;<\/h3>\n<p>\u8fd9\u4e2a\u4ee3\u7801\u662f\u57fa\u4e8eOpen-AutoGLM\u8f7b\u91cf\u7248\u505a\u7684&#xff0c;\u9002\u914d\u7edd\u5927\u591a\u6570\u5b89\u5353\u624b\u673a&#xff0c;\u5206\u8fa8\u7387\u4e0d\u540c\u7684\u8bdd&#xff0c;\u53ea\u9700\u8981\u6539\u4e00\u4e2a\u53c2\u6570\u5c31\u884c&#xff0c;\u6ce8\u91ca\u5199\u5f97\u8d85\u8be6\u7ec6&#xff0c;\u770b\u4e0d\u61c2\u7684\u5730\u65b9\u8bc4\u8bba\u533a\u95ee\u6211&#xff5e;<\/p>\n<p><span class=\"token comment\"># \u5bfc\u5165\u6838\u5fc3\u5e93<\/span><br \/>\n<span class=\"token keyword\">import<\/span> cv2<br \/>\n<span class=\"token keyword\">import<\/span> numpy <span class=\"token keyword\">as<\/span> np<br \/>\n<span class=\"token keyword\">import<\/span> adbutils<br \/>\n<span class=\"token keyword\">import<\/span> time<br \/>\n<span class=\"token keyword\">from<\/span> open_auto_glm <span class=\"token keyword\">import<\/span> PhoneAgent  <span class=\"token comment\"># 2026\u6700\u65b0\u624b\u673aAgent\u6846\u67b6<\/span><\/p>\n<p><span class=\"token comment\"># \u521d\u59cb\u5316\u624b\u673aAgent&#xff0c;\u81ea\u52a8\u8fde\u63a5\u5df2\u914d\u5bf9\u7684\u5b89\u5353\u624b\u673a<\/span><br \/>\nagent <span class=\"token operator\">&#061;<\/span> PhoneAgent<span class=\"token punctuation\">(<\/span>device_type<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;android&#034;<\/span><span class=\"token punctuation\">,<\/span> adb_path<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#034;adb&#034;<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># adb_path\u586b\u81ea\u5df1\u7684ADB\u8def\u5f84&#xff0c;\u9ed8\u8ba4\u4e0d\u7528\u6539<\/span><\/p>\n<p><span class=\"token comment\"># \u8df3\u4e00\u8df3\u6838\u5fc3\u53c2\u6570&#xff1a;\u4e0d\u540c\u624b\u673a\u6539\u8fd9\u4e2a\u5c31\u884c&#xff0c;\u6211\u7684\u662f1080P\u5c4f&#xff0c;\u7cfb\u65701.35<\/span><br \/>\nPRESS_COEFFICIENT <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">1.35<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_screenshot<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u83b7\u53d6\u624b\u673a\u622a\u56fe\u5e76\u8f6c\u6210OpenCV\u683c\u5f0f&#034;&#034;&#034;<\/span><br \/>\n    screenshot <span class=\"token operator\">&#061;<\/span> agent<span class=\"token punctuation\">.<\/span>screenshot<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># Agent\u81ea\u5e26\u7684\u622a\u56fe\u529f\u80fd&#xff0c;\u6bd4\u539f\u751fADB\u5feb<\/span><br \/>\n    img <span class=\"token operator\">&#061;<\/span> cv2<span class=\"token punctuation\">.<\/span>imdecode<span class=\"token punctuation\">(<\/span>np<span class=\"token punctuation\">.<\/span>frombuffer<span class=\"token punctuation\">(<\/span>screenshot<span class=\"token punctuation\">,<\/span> np<span class=\"token punctuation\">.<\/span>uint8<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> cv2<span class=\"token punctuation\">.<\/span>IMREAD_COLOR<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> img<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">find_chess_and_board<\/span><span class=\"token punctuation\">(<\/span>img<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u8bc6\u522b\u68cb\u5b50\u548c\u76ee\u6807\u65b9\u5757\u7684\u4e2d\u5fc3\u70b9&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token comment\"># \u8f6c\u7070\u5ea6\u56fe&#xff0c;\u65b9\u4fbf\u8bc6\u522b<\/span><br \/>\n    gray <span class=\"token operator\">&#061;<\/span> cv2<span class=\"token punctuation\">.<\/span>cvtColor<span class=\"token punctuation\">(<\/span>img<span class=\"token punctuation\">,<\/span> cv2<span class=\"token punctuation\">.<\/span>COLOR_BGR2GRAY<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token comment\"># \u8bc6\u522b\u68cb\u5b50&#xff1a;\u8df3\u4e00\u8df3\u68cb\u5b50\u989c\u8272\u56fa\u5b9a&#xff0c;\u7528\u9608\u503c\u5206\u5272\u627e\u8f6e\u5ed3<\/span><br \/>\n    ret<span class=\"token punctuation\">,<\/span> thresh <span class=\"token operator\">&#061;<\/span> cv2<span class=\"token punctuation\">.<\/span>threshold<span class=\"token punctuation\">(<\/span>gray<span class=\"token punctuation\">,<\/span> <span class=\"token number\">180<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">255<\/span><span class=\"token punctuation\">,<\/span> cv2<span class=\"token punctuation\">.<\/span>THRESH_BINARY_INV<span class=\"token punctuation\">)<\/span><br \/>\n    contours<span class=\"token punctuation\">,<\/span> _ <span class=\"token operator\">&#061;<\/span> cv2<span class=\"token punctuation\">.<\/span>findContours<span class=\"token punctuation\">(<\/span>thresh<span class=\"token punctuation\">,<\/span> cv2<span class=\"token punctuation\">.<\/span>RETR_EXTERNAL<span class=\"token punctuation\">,<\/span> cv2<span class=\"token punctuation\">.<\/span>CHAIN_APPROX_SIMPLE<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token comment\"># \u627e\u5230\u68cb\u5b50\u7684\u8f6e\u5ed3&#xff08;\u9762\u79ef\u6700\u5927\u7684\u90a3\u4e2a&#xff09;<\/span><br \/>\n    chess_contour <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">max<\/span><span class=\"token punctuation\">(<\/span>contours<span class=\"token punctuation\">,<\/span> key<span class=\"token operator\">&#061;<\/span>cv2<span class=\"token punctuation\">.<\/span>contourArea<span class=\"token punctuation\">)<\/span><br \/>\n    chess_mom <span class=\"token operator\">&#061;<\/span> cv2<span class=\"token punctuation\">.<\/span>moments<span class=\"token punctuation\">(<\/span>chess_contour<span class=\"token punctuation\">)<\/span><br \/>\n    chess_x <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">(<\/span>chess_mom<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;m10&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">\/<\/span> chess_mom<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;m00&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    chess_y <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">(<\/span>chess_mom<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;m01&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">\/<\/span> chess_mom<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;m00&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u68cb\u5b50\u4e2d\u5fc3\u70b9<\/span><\/p>\n<p>    <span class=\"token comment\"># \u8bc6\u522b\u76ee\u6807\u65b9\u5757&#xff1a;\u627e\u753b\u9762\u4e0a\u65b9\u7684\u4eae\u8272\u533a\u57df&#xff0c;\u6392\u9664\u68cb\u5b50<\/span><br \/>\n    board_gray <span class=\"token operator\">&#061;<\/span> gray<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span>chess_y<span class=\"token operator\">&#8211;<\/span><span class=\"token number\">50<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">:<\/span><span class=\"token punctuation\">]<\/span>  <span class=\"token comment\"># \u53ea\u770b\u68cb\u5b50\u4e0a\u65b9\u7684\u533a\u57df<\/span><br \/>\n    ret<span class=\"token punctuation\">,<\/span> board_thresh <span class=\"token operator\">&#061;<\/span> cv2<span class=\"token punctuation\">.<\/span>threshold<span class=\"token punctuation\">(<\/span>board_gray<span class=\"token punctuation\">,<\/span> <span class=\"token number\">200<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">255<\/span><span class=\"token punctuation\">,<\/span> cv2<span class=\"token punctuation\">.<\/span>THRESH_BINARY<span class=\"token punctuation\">)<\/span><br \/>\n    board_contours<span class=\"token punctuation\">,<\/span> _ <span class=\"token operator\">&#061;<\/span> cv2<span class=\"token punctuation\">.<\/span>findContours<span class=\"token punctuation\">(<\/span>board_thresh<span class=\"token punctuation\">,<\/span> cv2<span class=\"token punctuation\">.<\/span>RETR_EXTERNAL<span class=\"token punctuation\">,<\/span> cv2<span class=\"token punctuation\">.<\/span>CHAIN_APPROX_SIMPLE<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token comment\"># \u627e\u5230\u6700\u5927\u7684\u65b9\u5757\u8f6e\u5ed3<\/span><br \/>\n    board_contour <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">max<\/span><span class=\"token punctuation\">(<\/span>board_contours<span class=\"token punctuation\">,<\/span> key<span class=\"token operator\">&#061;<\/span>cv2<span class=\"token punctuation\">.<\/span>contourArea<span class=\"token punctuation\">)<\/span><br \/>\n    board_x<span class=\"token punctuation\">,<\/span> board_y<span class=\"token punctuation\">,<\/span> w<span class=\"token punctuation\">,<\/span> h <span class=\"token operator\">&#061;<\/span> cv2<span class=\"token punctuation\">.<\/span>boundingRect<span class=\"token punctuation\">(<\/span>board_contour<span class=\"token punctuation\">)<\/span><br \/>\n    board_center_x <span class=\"token operator\">&#061;<\/span> board_x <span class=\"token operator\">&#043;<\/span> w<span class=\"token operator\">\/\/<\/span><span class=\"token number\">2<\/span><br \/>\n    board_center_y <span class=\"token operator\">&#061;<\/span> board_y <span class=\"token operator\">&#043;<\/span> h<span class=\"token operator\">\/\/<\/span><span class=\"token number\">2<\/span>  <span class=\"token comment\"># \u65b9\u5757\u4e2d\u5fc3\u70b9<\/span><\/p>\n<p>    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">(<\/span>chess_x<span class=\"token punctuation\">,<\/span> chess_y<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">(<\/span>board_center_x<span class=\"token punctuation\">,<\/span> board_center_y<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">calculate_press_time<\/span><span class=\"token punctuation\">(<\/span>chess_pos<span class=\"token punctuation\">,<\/span> board_pos<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6839\u636e\u8ddd\u79bb\u8ba1\u7b97\u6309\u538b\u65f6\u95f4&#034;&#034;&#034;<\/span><br \/>\n    dx <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>chess_pos<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#8211;<\/span> board_pos<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    dy <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">abs<\/span><span class=\"token punctuation\">(<\/span>chess_pos<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#8211;<\/span> board_pos<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    distance <span class=\"token operator\">&#061;<\/span> np<span class=\"token punctuation\">.<\/span>sqrt<span class=\"token punctuation\">(<\/span>dx<span class=\"token operator\">**<\/span><span class=\"token number\">2<\/span> <span class=\"token operator\">&#043;<\/span> dy<span class=\"token operator\">**<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u6b27\u51e0\u91cc\u5f97\u8ddd\u79bb<\/span><br \/>\n    press_time <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">(<\/span>distance <span class=\"token operator\">*<\/span> PRESS_COEFFICIENT<span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u6362\u7b97\u6210\u6309\u538b\u65f6\u95f4&#xff08;\u6beb\u79d2&#xff09;<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> press_time<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">auto_jump<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u4e3b\u5faa\u73af&#xff1a;\u81ea\u52a8\u8df3\u4e00\u8df3&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;Agent\u5f00\u59cb\u73a9\u8df3\u4e00\u8df3\u5566&#xff5e;\u6309Ctrl&#043;C\u505c\u6b62&#xff01;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token comment\"># 1. \u83b7\u53d6\u622a\u56fe<\/span><br \/>\n            img <span class=\"token operator\">&#061;<\/span> get_screenshot<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token comment\"># 2. \u8bc6\u522b\u68cb\u5b50\u548c\u65b9\u5757<\/span><br \/>\n            chess_pos<span class=\"token punctuation\">,<\/span> board_pos <span class=\"token operator\">&#061;<\/span> find_chess_and_board<span class=\"token punctuation\">(<\/span>img<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token comment\"># 3. \u8ba1\u7b97\u6309\u538b\u65f6\u95f4<\/span><br \/>\n            press_time <span class=\"token operator\">&#061;<\/span> calculate_press_time<span class=\"token punctuation\">(<\/span>chess_pos<span class=\"token punctuation\">,<\/span> board_pos<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token comment\"># 4. \u6a21\u62df\u6309\u538b\u5c4f\u5e55&#xff08;\u8df3\u4e00\u8df3\u9700\u8981\u957f\u6309\u5c4f\u5e55&#xff09;<\/span><br \/>\n            agent<span class=\"token punctuation\">.<\/span>tap_hold<span class=\"token punctuation\">(<\/span>x<span class=\"token operator\">&#061;<\/span>chess_pos<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> y<span class=\"token operator\">&#061;<\/span>chess_pos<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> duration<span class=\"token operator\">&#061;<\/span>press_time<span class=\"token operator\">\/<\/span><span class=\"token number\">1000<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u8df3\u5566&#xff01;\u8ddd\u79bb&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">int<\/span><span class=\"token punctuation\">(<\/span>np<span class=\"token punctuation\">.<\/span>sqrt<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span>chess_pos<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token operator\">&#8211;<\/span>board_pos<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token operator\">**<\/span><span class=\"token number\">2<\/span> <span class=\"token operator\">&#043;<\/span> <span class=\"token punctuation\">(<\/span>chess_pos<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token operator\">&#8211;<\/span>board_pos<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token operator\">**<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u6309\u538b\u65f6\u95f4&#xff1a;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>press_time<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">ms&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token comment\"># \u7b49\u5f85\u8df3\u8dc3\u5b8c\u6210&#xff0c;\u907f\u514d\u8fde\u7eed\u64cd\u4f5c<\/span><br \/>\n            time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">1.5<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5c0f\u5931\u8bef&#xff5e;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>e<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#xff0c;\u4f11\u606f1\u79d2\u7ee7\u7eed&#xff01;&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n            time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">continue<\/span><\/p>\n<p><span class=\"token comment\"># \u542f\u52a8Agent<\/span><br \/>\n<span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u5148\u624b\u52a8\u6253\u5f00\u624b\u673a\u4e0a\u7684\u8df3\u4e00\u8df3&#xff0c;\u518d\u8fd0\u884c\u4ee3\u7801<\/span><br \/>\n    <span class=\"token builtin\">input<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u6253\u5f00\u8df3\u4e00\u8df3\u540e\u6309\u56de\u8f66\u5f00\u59cb&#xff1a;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    auto_jump<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>\u56db\u3001\u8fd0\u884c\u6559\u7a0b&amp;\u907f\u5751\u6307\u5357<\/h3>\n<h4>1. \u600e\u4e48\u8fd0\u884c&#xff1f;<\/h4>\n<ul>\n<li>\u628a\u4ee3\u7801\u4fdd\u5b58\u4e3ajump_agent.py&#xff0c;\u653e\u5728\u7535\u8111\u91cc&#xff1b;<\/li>\n<li>\u624b\u673a\u6253\u5f00\u8df3\u4e00\u8df3&#xff0c;\u8fdb\u5165\u6e38\u620f\u754c\u9762&#xff0c;\u7528\u6570\u636e\u7ebf\u8fde\u7535\u8111&#xff1b;<\/li>\n<li>\u547d\u4ee4\u884c\u6572python jump_agent.py&#xff0c;\u6309\u56de\u8f66&#xff0c;Agent\u5c31\u5f00\u59cb\u81ea\u52a8\u73a9\u5566&#xff5e;<\/li>\n<\/ul>\n<h4>2. \u5e38\u89c1\u5751\u600e\u4e48\u907f&#xff1f;<\/h4>\n<ul>\n<li>\u627e\u4e0d\u5230\u68cb\u5b50\/\u65b9\u5757&#xff1a;\u628a\u624b\u673a\u4eae\u5ea6\u8c03\u5230\u6700\u9ad8&#xff0c;\u6e38\u620f\u80cc\u666f\u522b\u9009\u592a\u82b1\u7684&#xff0c;\u7eaf\u9ed1\u80cc\u666f\u6700\u7a33&#xff1b;<\/li>\n<li>\u8df3\u592a\u8fdc\/\u592a\u8fd1&#xff1a;\u6539\u4ee3\u7801\u91cc\u7684PRESS_COEFFICIENT\u53c2\u6570&#xff0c;\u8df3\u8fdc\u4e86\u8c03\u5c0f&#xff0c;\u8df3\u8fd1\u4e86\u8c03\u5927&#xff0c;\u6bcf\u6b21\u8c030.05\u5c31\u884c&#xff1b;<\/li>\n<li>\u8fde\u63a5\u4e0d\u4e0a\u624b\u673a&#xff1a;\u68c0\u67e5USB\u8c03\u8bd5\u5f00\u4e86\u6ca1&#xff0c;\u6570\u636e\u7ebf\u662f\u4e0d\u662f\u539f\u88c5\u7684&#xff0c;\u6216\u8005\u6362\u4e2aUSB\u53e3\u8bd5\u8bd5&#xff5e;<\/li>\n<\/ul>\n<h3>\u4e94\u3001\u8fdb\u9636\u73a9\u6cd5&#xff1a;\u4ece\u8df3\u4e00\u8df3\u5230\u738b\u8005\u8363\u8000<\/h3>\n<p>\u5b66\u4f1a\u4e86\u7b80\u5355\u7684\u8df3\u4e00\u8df3Agent&#xff0c;\u60f3\u73a9\u70b9\u523a\u6fc0\u7684&#xff1f;\u6559\u5927\u5bb6\u5feb\u901f\u8fdb\u9636\u5230\u738b\u8005\u8363\u8000\u81ea\u52a8\u4eba\u673aAgent&#xff0c;\u6838\u5fc3\u5c31\u6539\u4e24\u6b65&#xff1a;<\/p>\n<li>\u89c6\u89c9\u8bc6\u522b&#xff1a;\u7528Transformer\u66ff\u6362OpenCV&#xff0c;\u8bc6\u522b\u82f1\u96c4\u3001\u91ce\u602a\u3001\u6280\u80fd\u6309\u94ae&#xff08;\u75282025\u5e74\u5e95\u66f4\u65b0\u7684\u8f7b\u91cf\u7248ViT\u6a21\u578b&#xff0c;\u7535\u8111\u6ca1\u663e\u5361\u4e5f\u80fd\u8dd1&#xff09;&#xff1b;<\/li>\n<li>\u51b3\u7b56\u903b\u8f91&#xff1a;\u52a0\u4e2a\u7b80\u5355\u7684\u72b6\u6001\u673a&#xff0c;\u6bd4\u5982\u201c\u770b\u5230\u91ce\u602a\u2192\u79fb\u52a8\u8fc7\u53bb\u2192\u6309\u653b\u51fb\u952e\u2192\u653e\u6280\u80fd\u201d&#xff0c;\u7528Open-AutoGLM\u7684agent.key_click()\u6a21\u62df\u6309\u952e&#xff1b;<\/li>\n<p>\u5176\u5b9e\u73b0\u5728\u7684AI 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