{"id":29946,"date":"2025-04-06T16:18:10","date_gmt":"2025-04-06T08:18:10","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=29946"},"modified":"2025-04-06T16:19:26","modified_gmt":"2025-04-06T08:19:26","slug":"agent-s","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/agent-s\/","title":{"rendered":"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6"},"content":{"rendered":"<p>Agent S \u662f\u7531 Simular AI \u5f00\u53d1\u7684\u5f00\u6e90\u6846\u67b6\uff0c\u8ba9\u667a\u80fd\u4f53\u901a\u8fc7\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u3002\u5b83\u4f7f\u7528\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u548c\u7ecf\u9a8c\u5b66\u4e60\u6280\u672f\uff0c\u80fd\u5b8c\u6210\u6d4f\u89c8\u7f51\u9875\u3001\u7f16\u8f91\u6587\u6863\u3001\u4f7f\u7528\u8f6f\u4ef6\u7b49\u4efb\u52a1\u3002\u9879\u76ee\u5728 GitHub \u4e0a\u5f00\u6e90\uff0c\u5f00\u53d1\u8005\u793e\u533a\u6d3b\u8dc3\u3002Agent S1 \u7684\u8bba\u6587\u5df2\u4e8e 2025 \u5e74\u88ab ICLR \u63a5\u53d7\uff0cAgent S2 \u5728 2025 \u5e74 3 \u6708\u53d1\u5e03\uff0c\u6027\u80fd\u8d85\u8d8a OpenAI \u548c <a href=\"https:\/\/www.kdjingpai.com\/en\/claudeanquanfubai\/\">Anthropic<\/a> \u7684\u7c7b\u4f3c\u5de5\u5177\u3002\u5b83\u652f\u6301 macOS\u3001Windows \u548c Linux\uff0c\u9002\u5408\u81ea\u52a8\u5316\u529e\u516c\u3001\u8f6f\u4ef6\u6d4b\u8bd5\u548c AI \u7814\u7a76\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" title=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/6169b6987760ec7.jpg\" alt=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-1\" width=\"663\" height=\"458\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u56fe\u5f62\u754c\u9762\u64cd\u4f5c<\/strong>\uff1a\u6a21\u62df\u9f20\u6807\u548c\u952e\u76d8\uff0c\u4e0e\u7535\u8111\u8f6f\u4ef6\u4e92\u52a8\u3002<\/li>\n<li><strong>\u4efb\u52a1\u5206\u89e3\u4e0e\u89c4\u5212<\/strong>\uff1a\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u6210\u5c0f\u6b65\u9aa4\uff0c\u81ea\u52a8\u6267\u884c\u3002<\/li>\n<li><strong>\u7ecf\u9a8c\u5b66\u4e60<\/strong>\uff1a\u4ece\u5386\u53f2\u4efb\u52a1\u4e2d\u5b66\u4e60\uff0c\u63d0\u9ad8\u6548\u7387\u3002<\/li>\n<li><strong>\u8de8\u5e73\u53f0\u652f\u6301<\/strong>\uff1a\u53ef\u5728 macOS\uff08<a href=\"https:\/\/storage.googleapis.com\/simularbrowser.appspot.com\/release\/SimularBrowser.dmg\">\u4e00\u952e\u5b89\u88c5\u5305<\/a>\uff09\u3001Windows \u548c Linux \u4e0a\u8fd0\u884c\u3002<\/li>\n<li><strong>\u591a\u6a21\u6001\u8f93\u5165<\/strong>\uff1a\u7ed3\u5408\u5c4f\u5e55\u56fe\u50cf\u548c\u754c\u9762\u5143\u7d20\uff0c\u7cbe\u51c6\u64cd\u4f5c\u3002<\/li>\n<li><strong>\u5f00\u6e90\u5b9a\u5236<\/strong>\uff1a\u63d0\u4f9b\u6e90\u4ee3\u7801\u548c\u6587\u6863\uff0c\u5f00\u53d1\u8005\u53ef\u81ea\u7531\u8c03\u6574\u3002<\/li>\n<li><strong>\u77e5\u8bc6\u5e93\u66f4\u65b0<\/strong>\uff1a\u8fd0\u884c\u65f6\u6301\u7eed\u66f4\u65b0\u7ecf\u9a8c\u6570\u636e\uff0c\u63d0\u5347\u667a\u80fd\u6027\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>Agent S \u662f\u4e00\u4e2a\u9762\u5411\u5f00\u53d1\u8005\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u5b89\u88c5\u548c\u4f7f\u7528\u9700\u8981\u4e00\u5b9a\u7f16\u7a0b\u57fa\u7840\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6b65\u9aa4\u548c\u529f\u80fd\u64cd\u4f5c\u8bf4\u660e\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u51c6\u5907\u73af\u5883<\/strong>\n<ul>\n<li>\u5b89\u88c5 Python 3.9 \u5230 3.12\u3002<\/li>\n<li>\u5b89\u88c5 Git\uff0c\u7528\u4e8e\u4e0b\u8f7d\u4ee3\u7801\u3002<\/li>\n<li>\u53ef\u9009\uff1a\u51c6\u5907\u865a\u62df\u673a\uff08\u5982 VMware\uff09\uff0c\u7528\u4e8e\u6d4b\u8bd5\u6216\u9694\u79bb\u73af\u5883\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u4ee3\u7801<\/strong>\n<ul>\n<li>\u6253\u5f00\u7ec8\u7aef\uff0c\u8fd0\u884c\uff1a\n<pre><code>git clone https:\/\/github.com\/simular-ai\/Agent-S.git\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a\n<pre><code>cd Agent-S\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\n<ul>\n<li>\u521b\u5efa\u865a\u62df\u73af\u5883\uff08\u63a8\u8350\uff09\uff1a\n<pre><code>python -m venv venv\r\nsource venv\/bin\/activate  # macOS\/Linux\r\nvenv\\Scripts\\activate     # Windows\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\u6838\u5fc3\u5e93\uff1a\n<pre><code>pip install gui-agents\r\n<\/code><\/pre>\n<\/li>\n<li>\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\uff08\u5982 API \u5bc6\u94a5\uff09\uff1a\n<pre><code>export OPENAI_API_KEY=&lt;\u4f60\u7684\u5bc6\u94a5&gt;\r\nexport ANTHROPIC_API_KEY=&lt;\u4f60\u7684\u5bc6\u94a5&gt;\r\nexport HF_TOKEN=&lt;\u4f60\u7684Hugging Face\u5bc6\u94a5&gt;\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u542f\u52a8 Agent S<\/strong>\n<ul>\n<li>\u8fd0\u884c Agent S1 \u6216 S2\uff1a\n<pre><code>agent_s1  # \u8fd0\u884c Agent S1\r\nagent_s2  # \u8fd0\u884c Agent S2\r\n<\/code><\/pre>\n<\/li>\n<li>\u542f\u52a8\u540e\uff0c\u8f93\u5165\u4efb\u52a1\u5373\u53ef\u5f00\u59cb\u4f7f\u7528\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u56fe\u5f62\u754c\u9762\u64cd\u4f5c<\/h4>\n<ul>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1a\u901a\u8fc7\u5c4f\u5e55\u622a\u56fe\u548c\u754c\u9762\u8bc6\u522b\uff0c\u6a21\u62df\u4eba\u7c7b\u64cd\u4f5c\u3002<\/li>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u8fd0\u884c\u00a0<code>agent_s2<\/code>\u3002<\/li>\n<li>\u8f93\u5165\u4efb\u52a1\uff1a\u201c\u6253\u5f00\u8bb0\u4e8b\u672c\u5e76\u8f93\u5165\u2018\u4f60\u597d\u2019\u3002\u201d<\/li>\n<li>Agent S2 \u627e\u5230\u8bb0\u4e8b\u672c\u56fe\u6807\uff0c\u70b9\u51fb\u6253\u5f00\uff0c\u7136\u540e\u8f93\u5165\u6587\u5b57\u3002<\/li>\n<li>\u6309 Ctrl+C \u53ef\u968f\u65f6\u505c\u6b62\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h4>\u4efb\u52a1\u5206\u89e3\u4e0e\u89c4\u5212<\/h4>\n<ul>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1a\u5c06\u590d\u6742\u4efb\u52a1\u62c6\u89e3\u4e3a\u5c0f\u6b65\u9aa4\uff0c\u9010\u6b65\u5b8c\u6210\u3002<\/li>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u8f93\u5165\uff1a\u201c\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6\u7ed9\u670b\u53cb\u3002\u201d<\/li>\n<li>Agent S2 \u81ea\u52a8\u6267\u884c\uff1a\u6253\u5f00\u90ae\u4ef6\u8f6f\u4ef6\u3001\u65b0\u5efa\u90ae\u4ef6\u3001\u586b\u5199\u5185\u5bb9\u3001\u70b9\u51fb\u53d1\u9001\u3002<\/li>\n<li>\u7528\u6237\u53ef\u5728\u7ec8\u7aef\u67e5\u770b\u6bcf\u6b65\u65e5\u5fd7\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h4>\u7ecf\u9a8c\u5b66\u4e60<\/h4>\n<ul>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1a\u8bb0\u5f55\u4efb\u52a1\u8fc7\u7a0b\uff0c\u4f18\u5316\u540e\u7eed\u64cd\u4f5c\u3002<\/li>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u5b8c\u6210\u4efb\u52a1\u540e\uff0c\u7ecf\u9a8c\u4fdd\u5b58\u5728\u00a0<code>gui_agents\/kb<\/code>\u00a0\u6587\u4ef6\u5939\u3002<\/li>\n<li>\u518d\u6b21\u8fd0\u884c\u76f8\u4f3c\u4efb\u52a1\uff0c\u6548\u7387\u4f1a\u63d0\u5347\u3002<\/li>\n<li>\u5f00\u53d1\u8005\u53ef\u68c0\u67e5\u77e5\u8bc6\u5e93\u6587\u4ef6\uff0c\u4e86\u89e3\u5b66\u4e60\u5185\u5bb9\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u8de8\u5e73\u53f0\u652f\u6301<\/h4>\n<ul>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1a\u652f\u6301\u4e09\u5927\u4e3b\u6d41\u64cd\u4f5c\u7cfb\u7edf\u3002<\/li>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>Windows \u9700\u8981\u5b89\u88c5\u00a0<code>pywin32<\/code>\u00a0\u548c\u00a0<code>pywinauto<\/code>\u3002<\/li>\n<li>macOS \u9700\u8981\u00a0<code>pyobjc<\/code>\uff0c\u7528\u00a0<code>pip install pyobjc<\/code>\u00a0\u5b89\u88c5\u3002<\/li>\n<li>Linux \u68c0\u67e5\u00a0<code>pyautogui<\/code>\u00a0\u517c\u5bb9\u6027\uff0c\u53ef\u80fd\u9700\u8c03\u6574\u6743\u9650\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h4>\u591a\u6a21\u6001\u8f93\u5165<\/h4>\n<ul>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1a\u7ed3\u5408\u56fe\u50cf\u548c\u754c\u9762\u6570\u636e\uff0c\u63d0\u9ad8\u64cd\u4f5c\u51c6\u786e\u6027\u3002<\/li>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u8f93\u5165\uff1a\u201c\u5728\u6d4f\u89c8\u5668\u4e2d\u641c\u7d22\u2018\u5929\u6c14\u2019\u3002\u201d<\/li>\n<li>Agent S2 \u5206\u6790\u5c4f\u5e55\uff0c\u627e\u5230\u6d4f\u89c8\u5668\u7a97\u53e3\uff0c\u8f93\u5165\u641c\u7d22\u8bcd\u3002<\/li>\n<li>\u7ed3\u679c\u81ea\u52a8\u663e\u793a\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h4>\u77e5\u8bc6\u5e93\u4e0b\u8f7d<\/h4>\n<ul>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1aAgent S2 \u4f7f\u7528\u9884\u8bad\u7ec3\u77e5\u8bc6\u5e93\uff0c\u652f\u6301\u79bb\u7ebf\u8fd0\u884c\u3002<\/li>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u9996\u6b21\u542f\u52a8\u65f6\uff0c\u81ea\u52a8\u4ece GitHub Releases \u4e0b\u8f7d\u77e5\u8bc6\u5e93\u3002<\/li>\n<li>\u624b\u52a8\u4e0b\u8f7d\u793a\u4f8b\uff1a\n<pre><code>download_kb_data(version=\"s2\", release_tag=\"v0.2.2\", download_dir=\"kb_data\", platform=\"linux\")\r\n<\/code><\/pre>\n<\/li>\n<li>\u77e5\u8bc6\u5e93\u8def\u5f84\u5728\u00a0<code>kb_data<\/code>\u00a0\u6587\u4ef6\u5939\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h3>\u9ad8\u7ea7\u914d\u7f6e<\/h3>\n<h4>\u96c6\u6210 Perplexica \u641c\u7d22<\/h4>\n<ul>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1a\u589e\u5f3a Agent S \u7684\u7f51\u9875\u77e5\u8bc6\u68c0\u7d22\u80fd\u529b\u3002<\/li>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u5b89\u88c5 Docker Desktop \u5e76\u542f\u52a8\u3002<\/li>\n<li>\u4e0b\u8f7d Perplexica\uff1a\n<pre><code>cd Perplexica\r\ngit submodule update --init\r\n<\/code><\/pre>\n<\/li>\n<li>\u91cd\u547d\u540d\u00a0<code>sample.config.toml<\/code>\u00a0\u4e3a\u00a0<code>config.toml<\/code>\uff0c\u586b\u5199 API \u5bc6\u94a5\u3002<\/li>\n<li>\u542f\u52a8\u670d\u52a1\uff1a\n<pre><code>docker compose up -d\r\n<\/code><\/pre>\n<\/li>\n<li>\u8bbe\u7f6e Perplexica URL\uff1a\n<pre><code>export PERPLEXICA_URL=http:\/\/localhost:\u7aef\u53e3\/api\/search\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h4>\u81ea\u5b9a\u4e49\u6a21\u578b<\/h4>\n<ul>\n<li><strong>\u529f\u80fd\u8bf4\u660e<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u5927\u6a21\u578b\u548c\u81ea\u5b9a\u4e49\u7aef\u70b9\u3002<\/li>\n<li><strong>\u64cd\u4f5c\u6b65\u9aa4<\/strong>\uff1a\n<ol>\n<li>\u4f7f\u7528 <a href=\"https:\/\/www.kdjingpai.com\/en\/claudeanquanfubai\/\">Claude<\/a> \u6a21\u578b\uff1a\n<pre><code>agent_s2 --model claude-3-7-sonnet-20250219\r\n<\/code><\/pre>\n<\/li>\n<li>\u4f7f\u7528 Hugging Face \u7aef\u70b9\uff1a\n<pre><code>agent_s2 --endpoint_provider \"huggingface\" --endpoint_url \"&lt;\u7aef\u70b9URL&gt;\/v1\/\"\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u9996\u6b21\u8fd0\u884c\u9700\u8054\u7f51\u4e0b\u8f7d\u4f9d\u8d56\u548c\u77e5\u8bc6\u5e93\u3002<\/li>\n<li>Linux \u7528\u6237\u907f\u514d\u4f7f\u7528 Conda \u73af\u5883\uff0c\u53ef\u80fd\u5e72\u6270\u00a0<code>pyatspi<\/code>\u3002<\/li>\n<li>\u8be6\u7ec6\u6587\u6863\u5728\u00a0<code>README.md<\/code>\u00a0\u548c\u00a0<code>models.md<\/code>\u00a0\u4e2d\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u529e\u516c\u81ea\u52a8\u5316<\/strong><br \/>\nAgent S \u80fd\u81ea\u52a8\u586b\u5199\u8868\u683c\u3001\u53d1\u9001\u90ae\u4ef6\uff0c\u51cf\u5c11\u91cd\u590d\u5de5\u4f5c\u3002<\/li>\n<li><strong>\u8f6f\u4ef6\u6d4b\u8bd5<\/strong><br \/>\n\u6a21\u62df\u7528\u6237\u64cd\u4f5c\uff0c\u6d4b\u8bd5\u8f6f\u4ef6\u5728\u4e0d\u540c\u7cfb\u7edf\u4e0a\u7684\u7a33\u5b9a\u6027\u3002<\/li>\n<li><strong>AI \u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u8005\u7528\u5b83\u63a2\u7d22\u667a\u80fd\u4f53\u4e0e\u7535\u8111\u4ea4\u4e92\u7684\u6280\u672f\u539f\u7406\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>Agent S2 \u548c S1 \u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/strong><br \/>\nS2 \u662f S1 \u7684\u5347\u7ea7\u7248\uff0c\u6027\u80fd\u66f4\u5f3a\uff0c\u652f\u6301\u66f4\u591a\u57fa\u51c6\u6d4b\u8bd5\uff0c\u5982 OSWorld \u548c AndroidWorld\u3002<\/li>\n<li><strong>\u9700\u8981\u4e00\u76f4\u8054\u7f51\u5417\uff1f<\/strong><br \/>\n\u9996\u6b21\u5b89\u88c5\u548c\u4e0b\u8f7d\u77e5\u8bc6\u5e93\u9700\u8981\u8054\u7f51\uff0c\u4e4b\u540e\u53ef\u79bb\u7ebf\u8fd0\u884c\u3002<\/li>\n<li><strong>\u5982\u4f55\u8054\u7cfb\u793e\u533a\u652f\u6301\uff1f<\/strong><br \/>\n\u52a0\u5165 Discord \u670d\u52a1\u5668\uff08https:\/\/discord.gg\/E2XfsK9fPV\uff09\u6216\u5728 GitHub \u63d0\u4ea4 issue\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>Agent S2 \u6280\u672f\u7ec6\u8282\u516c\u5e03\uff1a\u9762\u5411\u901a\u7528\u8ba1\u7b97\u673a\u64cd\u4f5c\u7684\u7ec4\u5408\u5f0f AI \u6846\u67b6<\/h2>\n<p>\u6784\u5efa\u80fd\u591f\u50cf\u4eba\u7c7b\u4e00\u6837\u719f\u7ec3\u4f7f\u7528\u8ba1\u7b97\u673a\u7684\u667a\u80fd\u4f53\uff0c\u662f\u901a\u5f80\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u9053\u8def\u4e0a\u7684\u5173\u952e\u6311\u6218\u4e4b\u4e00\u3002\u8fd9\u7c7b\u4efb\u52a1\u6db5\u76d6\u4e86\u4ece\u6267\u884c\u5f00\u653e\u5f0f\u6570\u5b57\u4efb\u52a1\u5230\u901a\u8fc7\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\u5bfc\u822a\u4e0d\u719f\u6089\u5e94\u7528\u7a0b\u5e8f\u7684\u5e7f\u6cdb\u573a\u666f\uff0c\u5176\u95ee\u9898\u7a7a\u95f4\u5177\u6709\u5e9e\u5927\u3001\u5145\u6ee1\u566a\u58f0\u548c\u9ad8\u5ea6\u52a8\u6001\u7684\u7279\u70b9\u3002\u8fd1\u65e5\uff0c\u5173\u4e8e\u00a0<code>Agent S2<\/code>\u00a0\u7684\u6280\u672f\u8bba\u6587\u6b63\u5f0f\u53d1\u5e03\uff0c\u8be5\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u4e2a\u6a21\u5757\u5316\u7684\u6846\u67b6\uff0c\u5e76\u5728\u591a\u4e2a\u8ba1\u7b97\u673a\u4f7f\u7528\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u53d6\u5f97\u4e86\u9886\u5148\u6027\u80fd\u3002<\/p>\n<p><code>Agent S2<\/code>\u00a0\u7684\u76f8\u5173\u4ee3\u7801\u5df2\u4e8e\u6b64\u524d\u5f00\u6e90\u3002\u6b64\u6b21\u53d1\u5e03\u7684\u6280\u672f\u8bba\u6587\uff08\u53ef\u4e8e\u00a0<a href=\"https:\/\/arxiv.org\/pdf\/2504.00906\">arXiv<\/a>\u00a0\u83b7\u53d6\uff09\u5219\u6df1\u5165\u4ecb\u7ecd\u4e86\u8be5\u7cfb\u7edf\u7684\u6838\u5fc3\u7406\u5ff5\u4e0e\u67b6\u6784\u8bbe\u8ba1\u3002\u76f8\u5173\u7814\u7a76\u56e2\u961f Simular AI \u6b64\u524d\u4e5f\u53d1\u5e03\u8fc7\u4e00\u7bc7\u9762\u5411\u975e\u4e13\u4e1a\u8bfb\u8005\u7684\u4ecb\u7ecd\u6027\u6587\u7ae0\u3002<\/p>\n<h3>Agent S2 \u6982\u89c8\uff1a\u7ec4\u5408\u5f0f\u667a\u80fd\u8bbe\u8ba1<\/h3>\n<p><code>Agent S2<\/code>\u00a0\u7684\u6838\u5fc3\u8bbe\u8ba1\u7406\u5ff5\u662f\u5c06\u590d\u6742\u7684\u8ba1\u7b97\u673a\u64cd\u4f5c\u4efb\u52a1\u5206\u89e3\uff0c\u5e76\u975e\u4f9d\u8d56\u5355\u4e00\u7684\u3001\u5e9e\u5927\u7684\u6a21\u578b\u6765\u5b8c\u6210\u89c4\u5212\u3001\u884c\u52a8\u548c\u5c4f\u5e55\u4ea4\u4e92\u7406\u89e3\u7684\u6240\u6709\u5de5\u4f5c\uff0c\u800c\u662f\u5c06\u8fd9\u4e9b\u804c\u8d23\u5206\u914d\u7ed9\u901a\u7528\u89c4\u5212\u6a21\u5757\uff08generalist\uff09\u548c\u4e13\u95e8\u5316\u7684\u6267\u884c\/\u7406\u89e3\u6a21\u5757\uff08specialist\uff09\u3002\u8fd9\u79cd\u7ec4\u5408\u5f0f\u67b6\u6784\u65e8\u5728\u6a21\u62df\u4eba\u7c7b\u4e13\u5bb6\u56e2\u961f\u7684\u5de5\u4f5c\u65b9\u5f0f\uff1a\u9ad8\u5c42\u89c4\u5212\u8005\u3001\u4f4e\u5c42\u6267\u884c\u8005\u4ee5\u53ca\u754c\u9762\u4ea4\u4e92\u4e13\u5bb6\u534f\u540c\u5de5\u4f5c\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29952\" title=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/82ed9270147de18.png\" alt=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-1\" width=\"930\" height=\"489\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/82ed9270147de18.png 930w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/82ed9270147de18-768x404.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/82ed9270147de18-18x9.png 18w\" sizes=\"auto, (max-width: 930px) 100vw, 930px\" \/><br \/>\n<em>Agent S2 \u67b6\u6784\u56fe\uff1a\u7ed3\u5408\u4e86\u901a\u7528\u89c4\u5212\u5668\u4e0e\u4e13\u4e1a\u5316\u7684\u57fa\u7840\u6a21\u5757\u3002<\/em><\/p>\n<p><code>Agent S2<\/code>\u00a0\u7684\u5173\u952e\u7279\u6027\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u6df7\u5408\u57fa\u7840\u6a21\u578b (Mixture of Grounding, MoG):<\/strong>\u00a0\u5229\u7528\u4e00\u5957\u57fa\u7840\u4e13\u5bb6\u6a21\u578b\uff08\u5305\u62ec\u89c6\u89c9\u3001\u6587\u672c\u548c\u7ed3\u6784\u5316\u4fe1\u606f\u63d0\u53d6\uff09\u6765\u51c6\u786e\u5b9a\u4f4d GUI \u5143\u7d20\u3002\u4f8b\u5982\uff0c\u5904\u7406\u7535\u5b50\u8868\u683c\u65f6\u53ef\u80fd\u4fa7\u91cd\u7ed3\u6784\u5316\u6570\u636e\uff0c\u800c\u70b9\u51fb\u6309\u94ae\u65f6\u5219\u4f9d\u8d56\u89c6\u89c9\u5b9a\u4f4d\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5c06\u4ea4\u4e92\u7406\u89e3\uff08Grounding\uff09\u4ece\u89c4\u5212\uff08Planning\uff09\u4e2d\u89e3\u8026\uff0c\u6709\u6548\u964d\u4f4e\u4e86\u95ee\u9898\u7684\u590d\u6742\u5ea6\uff0c\u4f7f\u5176\u66f4\u7b26\u5408\u5f53\u524d\u901a\u7528\u63a8\u7406\u6a21\u578b\u548c\u4e13\u7528\u89c6\u89c9\u57fa\u7840\u6a21\u578b\u7684\u8bad\u7ec3\u5206\u5e03\u3002<\/li>\n<li><strong>\u4e3b\u52a8\u5206\u5c42\u89c4\u5212 (Proactive Hierarchical Planning, PHP):<\/strong>\u00a0\u8be5\u6846\u67b6\u80fd\u591f\u6839\u636e\u73af\u5883\u53cd\u9988\u52a8\u6001\u8c03\u6574\u548c\u7ec6\u5316\u5176\u8ba1\u5212\uff0c\u800c\u4e0d\u662f rigidly \u9075\u5faa\u9884\u8bbe\u811a\u672c\u3002\u8fd9\u4f7f\u5f97\u667a\u80fd\u4f53\u80fd\u66f4\u7075\u6d3b\u5730\u5e94\u5bf9\u9884\u671f\u4e4b\u5916\u7684\u60c5\u51b5\u3002<\/li>\n<\/ul>\n<h3>\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\uff1a\u8de8\u5e73\u53f0\u6027\u80fd\u9886\u5148<\/h3>\n<p>\u8bba\u6587\u6570\u636e\u663e\u793a\uff0c\u00a0<code>Agent S2<\/code>\u00a0\u5728\u5e7f\u6cdb\u4f7f\u7528\u7684\u00a0<code>OSWorld<\/code>\u00a0\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8bbe\u5b9a\u4e86\u65b0\u7684\u6027\u80fd\u8bb0\u5f55\u3002\u00a0<code>OSWorld<\/code>\u00a0\u4e3b\u8981\u8bc4\u4f30 AI \u667a\u80fd\u4f53\u5728\u6a21\u62df\u64cd\u4f5c\u7cfb\u7edf\u73af\u5883\u4e2d\u5b8c\u6210\u6587\u4ef6\u7ba1\u7406\u3001\u8f6f\u4ef6\u4f7f\u7528\u3001\u4fe1\u606f\u68c0\u7d22\u7b49\u591a\u6837\u5316\u4efb\u52a1\u7684\u80fd\u529b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29953\" title=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/98f85673ef16a2c.png\" alt=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-1\" width=\"805\" height=\"369\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/98f85673ef16a2c.png 805w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/98f85673ef16a2c-768x352.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/98f85673ef16a2c-18x8.png 18w\" sizes=\"auto, (max-width: 805px) 100vw, 805px\" \/><br \/>\n<em>OSWorld \u57fa\u51c6\u6d4b\u8bd5\u6210\u529f\u7387\u5bf9\u6bd4\u3002<\/em><\/p>\n<p>\u6b64\u5916\uff0c\u00a0<code>Agent S2<\/code>\u00a0\u5728\u5176\u4ed6\u5e73\u53f0\u4e0a\u4e5f\u5c55\u73b0\u51fa\u826f\u597d\u7684\u6cdb\u5316\u80fd\u529b\uff1a<\/p>\n<ul>\n<li><strong>WindowsAgentArena:<\/strong>\u00a0\u8fd9\u662f\u4e00\u4e2a\u4e13\u6ce8\u4e8e Windows \u73af\u5883\u4e0b\u590d\u6742\u4ea4\u4e92\u4efb\u52a1\u7684\u57fa\u51c6\u3002\u00a0<code>Agent S2<\/code>\u00a0\u5728\u6b64\u6d4b\u8bd5\u4e2d\u7684\u8868\u73b0\uff0c\u76f8\u8f83\u4e8e\u4e4b\u524d\u7684\u6700\u4f73\u516c\u5f00\u7ed3\u679c (SOTA)\uff0c\u63d0\u5347\u4e86 52.8%\u3002<\/li>\n<li><strong>AndroidWorld:<\/strong>\u00a0\u8be5\u57fa\u51c6\u6d4b\u8bd5\u8861\u91cf\u5728 Android \u79fb\u52a8\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u7684\u4efb\u52a1\u5b8c\u6210\u80fd\u529b\u3002\u00a0<code>Agent S2<\/code>\u00a0\u7684\u8868\u73b0\u5728\u6b64\u4e5f\u4f18\u4e8e\u4e4b\u524d\u7684 SOTA \u7ed3\u679c\uff0c\u63d0\u5347\u4e86 16.5%\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29948\" title=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-3\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/078f3fb763c3689.jpg\" alt=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-3\" width=\"1600\" height=\"1024\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/078f3fb763c3689.jpg 1600w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/078f3fb763c3689-768x492.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/078f3fb763c3689-1536x983.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/078f3fb763c3689-18x12.jpg 18w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><br \/>\n<em>OSWorld \u4e0a\u7684\u6210\u529f\u7387\u8868\u73b0\uff0c\u663e\u793a Agent S2 \u4f18\u4e8e\u5148\u524d\u65b9\u6cd5\u3002<\/em><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29954\" title=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/26327623d74fe63.png\" alt=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-1\" width=\"880\" height=\"354\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/26327623d74fe63.png 880w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/26327623d74fe63-768x309.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/26327623d74fe63-18x7.png 18w\" sizes=\"auto, (max-width: 880px) 100vw, 880px\" \/><br \/>\n<em>WindowsAgentArena \u4e0a\u7684\u6210\u529f\u7387\u8868\u73b0\u3002<\/em><\/p>\n<h3>\u8bbe\u8ba1\u521b\u65b0\uff1aMoG \u4e0e PHP \u7684\u534f\u540c\u4f5c\u7528<\/h3>\n<p>\u8bb8\u591a\u73b0\u6709\u8ba1\u7b97\u673a\u667a\u80fd\u4f53\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u9762\u4e34\u7684\u4e3b\u8981\u6311\u6218\u6e90\u4e8e\u4e0d\u51c6\u786e\u7684\u754c\u9762\u5143\u7d20\u7406\u89e3\uff08\u5373\u201c\u57fa\u7840 grounding\u201d\u95ee\u9898\uff09\u6216\u8fc7\u4e8e\u50f5\u5316\u7684\u8ba1\u5212\u6267\u884c\u6d41\u7a0b\u3002\u00a0<code>Agent S2<\/code>\u00a0\u901a\u8fc7\u5176\u4e24\u5927\u6838\u5fc3\u8bbe\u8ba1\u6765\u5e94\u5bf9\u8fd9\u4e9b\u95ee\u9898\uff1a<\/p>\n<ul>\n<li><strong>\u6df7\u5408\u57fa\u7840\u6a21\u578b (MoG):<\/strong>\u00a0MoG \u673a\u5236\u80fd\u591f\u6839\u636e\u5f53\u524d\u7684\u4ea4\u4e92\u9700\u6c42\uff0c\u667a\u80fd\u5730\u5c06\u4efb\u52a1\u8def\u7531\u7ed9\u6700\u5408\u9002\u7684\u4e13\u5bb6\u6a21\u578b\u3002\u4f8b\u5982\uff0c\u8bc6\u522b\u5e76\u64cd\u4f5c\u7535\u5b50\u8868\u683c\u5355\u5143\u683c\u65f6\uff0c\u53ef\u80fd\u4f1a\u8c03\u7528\u57fa\u4e8e\u7ed3\u6784\u5206\u6790\u7684\u4e13\u5bb6\uff1b\u800c\u5728\u70b9\u51fb\u4e00\u4e2a\u89c6\u89c9\u7279\u5f81\u660e\u663e\u7684\u6309\u94ae\u65f6\uff0c\u5219\u5207\u6362\u5230\u89c6\u89c9\u57fa\u7840\u6a21\u578b\u3002\u5c06\u57fa\u7840\u4ea4\u4e92\u7406\u89e3\u4e0e\u9ad8\u5c42\u4efb\u52a1\u89c4\u5212\u5206\u79bb\uff0c\u5b9e\u8d28\u4e0a\u662f\u5c06\u4e00\u4e2a\u590d\u6742\u95ee\u9898\u5206\u89e3\u4e3a\u4e24\u4e2a\u76f8\u5bf9\u66f4\u7b80\u5355\u3001\u66f4\u6613\u4e8e\u6a21\u578b\u5904\u7406\u7684\u5b50\u95ee\u9898\u3002<\/li>\n<li><strong>\u4e3b\u52a8\u89c4\u5212 (PHP):<\/strong>\u00a0PHP \u6a21\u5757\u4f7f\u667a\u80fd\u4f53\u80fd\u591f\u6301\u7eed\u5730\u6839\u636e\u73af\u5883\u4e2d\u7684\u65b0\u89c2\u5bdf\u4fe1\u606f\u6765\u8c03\u6574\u5b50\u76ee\u6807\u548c\u884c\u52a8\u8ba1\u5212\u3002\u8fd9\u79cd\u9002\u5e94\u6027\u6a21\u4eff\u4e86\u4eba\u7c7b\u5728\u6267\u884c\u4efb\u52a1\u65f6\uff0c\u5f53\u60c5\u51b5\u53d1\u751f\u53d8\u5316\u540e\u91cd\u65b0\u8bc4\u4f30\u548c\u4fee\u6b63\u8ba1\u5212\u7684\u884c\u4e3a\u6a21\u5f0f\u3002<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29949\" title=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-5\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/5c66c4b7ab1e953.jpg\" alt=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-5\" width=\"1600\" height=\"858\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/5c66c4b7ab1e953.jpg 1600w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/5c66c4b7ab1e953-768x412.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/5c66c4b7ab1e953-1536x824.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/5c66c4b7ab1e953-18x10.jpg 18w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><br \/>\n<em>\u793a\u4f8b\uff1aAgent S2 \u5728\u4ea4\u4e92\u4e2d\u81ea\u6211\u7ea0\u6b63\uff0c\u4ece\u89c6\u89c9\u57fa\u7840\u6a21\u578b\u5207\u6362\u5230\u6587\u672c\u57fa\u7840\u6a21\u578b\u3002<\/em><\/p>\n<h3>\u6269\u5c55\u6027\u4e0e\u9519\u8bef\u6062\u590d\u80fd\u529b<\/h3>\n<p>\u7814\u7a76\u8868\u660e\uff0c\u5728\u9700\u8981\u6267\u884c\u66f4\u957f\u5e8f\u5217\u64cd\u4f5c\u7684\u4efb\u52a1\u4e2d\uff0c\u00a0<code>Agent S2<\/code>\u00a0\u7684\u7ec4\u5408\u5f0f\u67b6\u6784\u76f8\u6bd4\u4e8e\u5355\u4e00\u6a21\u578b\uff08monolithic models\uff09\u5c55\u73b0\u51fa\u66f4\u597d\u7684\u6269\u5c55\u6027\u3002\u5176\u52a8\u6001\u9002\u5e94\u548c\u81ea\u6211\u4fee\u6b63\u80fd\u529b\u4f7f\u5176\u80fd\u591f\u5728\u521d\u6b65\u884c\u52a8\u672a\u8fbe\u9884\u671f\u6548\u679c\u65f6\u8c03\u6574\u7b56\u7565\uff0c\u4ece\u800c\u63d0\u9ad8\u590d\u6742\u4efb\u52a1\u7684\u5b8c\u6210\u7387\u3002\u5355\u4e00\u6a21\u578b\u5f80\u5f80\u5728\u957f\u5e8f\u5217\u4efb\u52a1\u4e2d\u66f4\u5bb9\u6613\u56e0\u7d2f\u79ef\u8bef\u5dee\u6216\u89c4\u5212\u50f5\u5316\u800c\u5931\u8d25\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29950\" title=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-6\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/d18c56601902b07.jpg\" alt=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-6\" width=\"1600\" height=\"696\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/d18c56601902b07.jpg 1600w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/d18c56601902b07-768x334.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/d18c56601902b07-1536x668.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/d18c56601902b07-18x8.jpg 18w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><br \/>\n<em>Agent S2 \u5728\u957f\u65f6\u5e8f\u4efb\u52a1\u4e2d\u4fdd\u6301\u6027\u80fd\u7684\u539f\u56e0\uff1a\u81ea\u9002\u5e94\u5bfc\u822a\u3001\u4ea4\u4e92\u4e0e\u7ea0\u9519\u673a\u5236\u3002<\/em><\/p>\n<h3>\u8d85\u8d8a\u684c\u9762\u73af\u5883\uff1a\u5728 Android \u5e73\u53f0\u7684\u6cdb\u5316\u8868\u73b0<\/h3>\n<p>\u5c3d\u7ba1\u00a0<code>Agent S2<\/code>\u00a0\u7684\u4e3b\u8981\u5f00\u53d1\u76ee\u6807\u662f\u684c\u9762\u73af\u5883\u7684\u667a\u80fd\u4f53\uff0c\u4f46\u5176\u6846\u67b6\u8bbe\u8ba1\u5728\u79fb\u52a8\u73af\u5883\u4e2d\u4e5f\u663e\u793a\u4e86\u826f\u597d\u7684\u6cdb\u5316\u80fd\u529b\u3002\u5728\u00a0<code>AndroidWorld<\/code>\u00a0\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u9886\u5148\u8868\u73b0\u8bc1\u660e\u4e86\u5176\u6838\u5fc3\u7406\u5ff5\uff08\u5982 MoG \u548c PHP\uff09\u5bf9\u4e8e\u4e0d\u540c\u7c7b\u578b GUI \u73af\u5883\u7684\u9002\u7528\u6027\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29951\" title=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-7\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/358c512dda41eb9.jpg\" alt=\"Agent S\uff1a\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u7684\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6-7\" width=\"1600\" height=\"696\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/358c512dda41eb9.jpg 1600w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/358c512dda41eb9-768x334.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/358c512dda41eb9-1536x668.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/358c512dda41eb9-18x8.jpg 18w\" sizes=\"auto, (max-width: 1600px) 100vw, 1600px\" \/><br \/>\n<em>Agent S2 \u5728 AndroidWorld \u667a\u80fd\u624b\u673a\u4f7f\u7528\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8fbe\u5230\u9886\u5148\u6c34\u5e73\u3002<\/em><\/p>\n<h3>\u6a21\u5757\u5316\u667a\u80fd\u4f53\u7684\u8fdb\u5c55<\/h3>\n<p><code>Agent S2<\/code>\u00a0\u7684\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u7ec4\u5408\u5f0f\u8bbe\u8ba1\u4e0d\u4ec5\u662f\u4e00\u79cd\u67b6\u6784\u4e0a\u7684\u9009\u62e9\uff0c\u66f4\u53ef\u80fd\u662f\u6784\u5efa\u80fd\u591f\u7a33\u5065\u5730\u3001\u7c7b\u4eba\u5730\u64cd\u4f5c\u8ba1\u7b97\u673a\u7684\u667a\u80fd\u4f53\u7684\u6709\u6548\u9014\u5f84\u3002\u8fd9\u9879\u5de5\u4f5c\u4e3a\u672a\u6765\u5728 AI \u89c4\u5212\u3001\u57fa\u7840\u4ea4\u4e92\u7406\u89e3\uff08grounding\uff09\u4ee5\u53ca\u591a\u6a21\u6001\u534f\u8c03\u65b9\u9762\u7684\u7814\u7a76\u5f00\u8f9f\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/p>\n<p>\u611f\u5174\u8da3\u7684\u8bfb\u8005\u53ef\u4ee5\u67e5\u9605\u8be6\u7ec6\u7684\u00a0<a href=\"https:\/\/arxiv.org\/abs\/2410.08164\">\u6280\u672f\u8bba\u6587<\/a>\u00a0\u548c\u76f8\u5173\u7684\u00a0<a href=\"https:\/\/github.com\/simular-ai\/Agent-S\">\u5f00\u6e90\u4ee3\u7801<\/a>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Agent S \u662f\u7531 Simular AI \u5f00\u53d1\u7684\u5f00\u6e90\u6846\u67b6\uff0c\u8ba9\u667a\u80fd\u4f53\u901a\u8fc7\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\u50cf\u4eba\u7c7b\u4e00\u6837\u64cd\u4f5c\u7535\u8111\u3002\u5b83\u4f7f\u7528\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\u548c\u7ecf\u9a8c\u5b66\u4e60\u6280\u672f\uff0c\u80fd\u5b8c\u6210\u6d4f\u89c8\u7f51\u9875\u3001\u7f16\u8f91\u6587\u6863\u3001\u4f7f\u7528\u8f6f\u4ef6\u7b49\u4efb\u52a1\u3002\u9879\u76ee\u5728 GitHub \u4e0a\u5f00\u6e90\uff0c\u5f00\u53d1\u8005\u793e\u533a\u6d3b\u8dc3\u3002&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62200,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,373],"class_list":["post-29946","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-zhuomianzidonghuazhian"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/29946","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=29946"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/29946\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/62200"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=29946"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=29946"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=29946"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}