{"id":1094,"date":"2024-09-12T10:22:08","date_gmt":"2024-09-12T02:22:08","guid":{"rendered":"http:\/\/www.15zhi.net\/blog\/?p=1094"},"modified":"2024-09-12T10:22:08","modified_gmt":"2024-09-12T02:22:08","slug":"202409-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-from-persona-to-personalization-a-survey-on-role-playing-language-agents","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202409-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-from-persona-to-personalization-a-survey-on-role-playing-language-agents\/","title":{"rendered":"202409 \u8bba\u6587\u7814\u8bfb-From Persona to Personalization: A Survey on Role-Playing Language Agents"},"content":{"rendered":"\n<p>\u4f5c\u8005\uff1aJiangjie Chen, Xintao Wang\u7b49<br>\u5355\u4f4d\uff1a\u590d\u65e6\u5927\u5b66\uff0c\u4e0a\u6d77\u5927\u5b66\u7b49<br>\u53d1\u8868\u65f6\u95f4\uff1a2024 \u5e74 4 \u6708<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u5e94\u7528\u80cc\u666f<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u7684\u8fdb\u6b65\uff1a\u8fd1\u671f\u5728\u5927\u8bed\u8a00\u6a21\u578b\u65b9\u9762\u7684\u663e\u8457\u8fdb\u5c55\u6781\u5927\u5730\u63a8\u52a8\u4e86RPLAs\u7684\u5d1b\u8d77\u3002<\/li>\n\n\n\n<li>\u6570\u5b57\u751f\u6d3b\u7684\u957f\u671f\u8ffd\u6c42\uff1a\u6570\u5b57\u5316\u751f\u6d3b\u4e00\u76f4\u662f\u4eba\u7c7b\u6570\u5341\u5e74\u6765\u7684\u8ffd\u6c42\uff0c\u53cd\u6620\u4e86\u6211\u4eec\u5bf9\u6280\u672f\u548c\u4eba\u7c7b\u4f53\u9a8c\u4ea4\u53c9\u70b9\u7684\u6df1\u523b\u8ff7\u604b\u3002RPLAs\u901a\u8fc7\u5c06\u8fd9\u4e9b\u89d2\u8272\u4ee5\u4e92\u52a8\u5f62\u5f0f\u5448\u73b0\uff0c\u4f53\u73b0\u4e86\u6570\u5b57\u5316\u751f\u6d3b\u7684\u6982\u5ff5\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u8d8a\u6765\u8d8a\u591a\u5730\u878d\u5165\u6211\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\uff0c\u57f9\u80b2\u4e00\u4e2a\u4eba\u7c7b\u548c\u8fd9\u4e9b\u667a\u80fd\u4f53\u534f\u540c\u5171\u5b58\u7684\u7e41\u8363\u793e\u4f1a\u81f3\u5173\u91cd\u8981\uff0c\u5373\u63a8\u51fa\u89d2\u8272\u626e\u6f14\u8bed\u8a00\u4ee3\u7406\uff08RPLAs\uff09<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u4eba\u7269\u89d2\u8272\u5206\u7c7b<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"536\" src=\"http:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-1024x536.png\" alt=\"\" class=\"wp-image-1095\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-1024x536.png 1024w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-300x157.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-768x402.png 768w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-1536x804.png 1536w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image.png 1902w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001RPLAs\u89d2\u8272\u7c7b\u578b\u4ecb\u7ecd<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4eba\u53e3\u7edf\u8ba1\u89d2\u8272\uff08Demographic Persona\uff09\uff1a\u57fa\u4e8e\u7edf\u8ba1\u5b66\u4e0a\u7684\u523b\u677f\u5370\u8c61\uff0c\u6a21\u62df\u5177\u6709\u5171\u540c\u7279\u5f81\u7684\u4eba\u7fa4\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u6765\u6e90\uff1a\u804c\u4e1a\u3001\u6027\u522b\u3001\u5e74\u9f84\u3001\u5730\u57df\u3001\u4e2a\u6027\u7c7b\u578b\u7b49<br>\u5e94\u7528\u6848\u4f8b\uff1a\u6a21\u62df\u7279\u5b9a\u804c\u4e1a\u7684\u4e13\u5bb6\u3001\u7279\u5b9a\u5e74\u9f84\u6bb5\u7684\u884c\u4e3a\u6a21\u5f0f<br>\u7528\u4f8b\uff1a\u6559\u80b2\u3001\u804c\u4e1a\u57f9\u8bad\u3001\u5e02\u573a\u7814\u7a76<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u6027\u683c\u89d2\u8272\uff08Character Persona\uff09\uff1a\u57fa\u4e8e\u5e7f\u6cdb\u8ba4\u53ef\u7684\u4e2a\u4f53\uff0c\u5305\u62ec\u540d\u4eba\u3001\u5386\u53f2\u4eba\u7269\u548c\u865a\u6784\u89d2\u8272\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u6765\u6e90\uff1a\u4f20\u8bb0\u3001\u5c0f\u8bf4\u3001\u7535\u5f71\u3001\u516c\u5171\u8d44\u6599<br>\u5e94\u7528\u6848\u4f8b\uff1a\u6a21\u62df\u5386\u53f2\u4eba\u7269\u8fdb\u884c\u6559\u80b2\u4e92\u52a8\u3001\u865a\u6784\u89d2\u8272\u7528\u4e8e\u5a31\u4e50\u548c\u6e38\u620f<br>\u7528\u4f8b\uff1a\u6559\u80b2\u8f6f\u4ef6\u3001\u89d2\u8272\u626e\u6f14\u6e38\u620f\u3001\u6545\u4e8b\u8bb2\u8ff0<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u4e2a\u6027\u5316\u89d2\u8272\uff08Individualized Persona\uff09\uff1a\u57fa\u4e8e\u4e2a\u4f53\u7684\u884c\u4e3a\u548c\u504f\u597d\u6570\u636e\u6784\u5efa\u7684\u6570\u5b57\u6863\u6848\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u6765\u6e90\uff1a\u7528\u6237\u4ea4\u4e92\u3001\u4e2a\u6027\u5316\u9700\u6c42\u3001\u884c\u4e3a\u5386\u53f2<br>\u5e94\u7528\u6848\u4f8b\uff1a\u4e2a\u6027\u5316\u52a9\u7406\u3001\u5b9a\u5236\u5316\u5ba2\u6237\u670d\u52a1\u3001\u7528\u6237\u514b\u9686<br>\u7528\u4f8b\uff1a\u4e2a\u4eba\u52a9\u7406\u3001\u4e2a\u6027\u5316\u63a8\u8350\u7cfb\u7edf\u3001\u5b9a\u5236\u65c5\u884c\u89c4\u5212<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001RPLAs\u6784\u5efa\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u7ed3\u5408LLMs\u7684\u89d2\u8272\u7406\u89e3\u80fd\u529b\uff0c\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u6570\u636e\u6307\u5bfc\u626e\u6f14\u7279\u5b9a\u7684\u89d2\u8272\uff0c\u4ece\u800c\u5f62\u6210\u89d2\u8272RPLAs\uff0c\u6784\u5efa\u65b9\u6cd5\u5206\u4e3a\u53c2\u6570\u5316\u8bad\u7ec3\u548c\u975e\u53c2\u6570\u5316\u63d0\u793a\u3001\u8bb0\u5fc6\u673a\u5236\u4e09\u5927\u7c7b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"435\" src=\"http:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-1-1024x435.png\" alt=\"\" class=\"wp-image-1096\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-1-1024x435.png 1024w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-1-300x127.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-1-768x326.png 768w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-1-1536x653.png 1536w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-1.png 1913w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001RPLAs\u8bc4\u4f30<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u89d2\u8272\u626e\u6f14\u80fd\u529b\u8bc4\u4f30:\n<ul class=\"wp-block-list\">\n<li>\u8bc4\u4f30RPLAs\u5728\u6a21\u62df\u89d2\u8272\u884c\u4e3a\u548c\u5bf9\u8bdd\u4e2d\u7684\u80fd\u529b\uff0c\u907f\u514d\u8bf4\u51fa\u4e0d\u7b26\u5408\u89d2\u8272\u7684\u8bdd\u8bed(\u5982\u201c\u4f5c\u4e3a\u4e00\u4e2aAI\u6a21\u578b\u201d)\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u7b97\u6cd5\u548c\u6307\u6807\u6765\u91cf\u5316\u6027\u80fd\u6216\u8005\u901a\u8fc7\u7528\u6237\u6d4b\u8bd5\u548c\u8c03\u67e5\u6765\u8bc4\u4f30\u8fd9\u79cd\u80fd\u529b\u7684\u597d\u574f\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u89d2\u8272\u4fdd\u771f\u5ea6\u8bc4\u4f30:\n<ul class=\"wp-block-list\">\n<li>\u8bc4\u4f30RPLAs\u5728\u6a21\u62df\u7279\u5b9a\u89d2\u8272\u65f6\u7684\u51c6\u786e\u6027\u548c\u771f\u5b9e\u6027\uff0c\u51cf\u5c11\u201c\u89d2\u8272\u5e7b\u89c9\u201d\u7684\u53d1\u751f(\u5982\u201cLLM\u53ef\u4ee5\u7f16\u5199\u4ee3\u7801\uff0c\u4f46\u5728\u89d2\u8272\u626e\u6f14\u82cf\u683c\u62c9\u5e95\u65f6\uff0c\u8fd9\u662f\u4e0d\u5fc5\u8981\u7684\u671f\u671b\u201d)\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u4e0e\u771f\u5b9e\u89d2\u8272\u8868\u73b0\u7684\u6bd4\u8f83\u6216\u8005\u7528\u6237\u8c03\u67e5\u548c\u53cd\u9988\u6765\u8bc4\u4f30\u8fd9\u79cd\u80fd\u529b\u7684\u597d\u574f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001RPLAs\u98ce\u9669<\/h2>\n\n\n\n<p>\u5f53\u524dRPLAs\u76f8\u5173\u7684\u98ce\u9669\uff0c\u4e3b\u8981\u6db5\u76d6\u4ee5\u4e0b\u9886\u57df:<br>1)\u6bd2\u6027\uff0c2)\u504f\u89c1\uff0c3)\u5e7b\u89c9\uff0c4)\u4fb5\u72af\u9690\u79c1\uff0c\u4ee5\u53ca5)\u5b9e\u9645\u90e8\u7f72\u4e2d\u7684\u6280\u672f\u6311\u6218\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"418\" src=\"http:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-2-1024x418.png\" alt=\"\" class=\"wp-image-1097\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-2-1024x418.png 1024w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-2-300x123.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-2-768x314.png 768w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-2.png 1528w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e03\u3001\u5e94\u7528\u5b9e\u8df5<\/h2>\n\n\n\n<p>\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u5c06\u73b0\u6709\u4ea7\u54c1\u4e2d\u7684RPLAs\u5206\u4e3a\u4e24\u7c7b\uff0c\u5373\u9762\u5411\u89d2\u8272\u7684RPLAs\u548c\u9762\u5411\u4efb\u52a1\u7684RPLAs\uff1a<br><strong>\u9762\u5411\u89d2\u8272\u7684RPLAs\u901a\u5e38\u626e\u6f14\u7279\u5b9a\u7684\u89d2\u8272\uff0c\u8fd9\u5728\u5404\u79cd\u5a31\u4e50\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5f88\u6d41\u884c\uff0c\u6bd4\u5982\u804a\u5929\u673a\u5668\u4eba\u548c\u6e38\u620fnpc\u3002<br>\u9762\u5411\u4efb\u52a1\u7684RPLAs\u901a\u5e38\u4ee5\u7c7b\u4f3c\u4eba\u7c7b\u7684\u65b9\u5f0f\u8fdb\u884c\u4ea4\u6d41\uff0c\u4ee5\u4fc3\u8fdb\u7528\u6237\u63a5\u53d7\uff0c\u5e76\u4f5c\u4e3a\u9886\u57df\u4e13\u5bb6\u4e3a\u7528\u6237\u63d0\u4f9b\u4e2a\u6027\u5316\u670d\u52a1\uff0c\u5982\u4eba\u5de5\u667a\u80fd\u533b\u751f\u548c\u6559\u7ec3\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1020\" height=\"1024\" src=\"http:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-4-1020x1024.png\" alt=\"\" class=\"wp-image-1099\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-4-1020x1024.png 1020w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-4-300x300.png 300w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-4-150x150.png 150w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-4-768x771.png 768w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2024\/09\/image-4.png 1104w\" sizes=\"auto, (max-width: 1020px) 100vw, 1020px\" \/><\/figure>\n\n\n\n<p>\u4ea7\u54c1\u5b9e\u4f8b\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u9762\u5411\u89d2\u8272\u7684RPLAs\uff1a<br>\u56fd\u5185\u9762\u5411\u89d2\u8272\u7684RPLAs\uff1a\u201c\u8baf\u98de\u8bed\u97f3\u52a9\u624b\u201d\u3001\u201c\u5c0f\u7c73\u5c0f\u7231\u540c\u5b66\u201d\u3001\u201c\u4eac\u4e1cJIMI\u201d<br>\u56fd\u5916\u9762\u5411\u89d2\u8272\u7684RPLAs\uff1a\u201cReplika\u804a\u5929\u4f34\u4fa3\u8f6f\u4ef6\u201d\u7b49<\/li>\n\n\n\n<li>\u9762\u5411\u4efb\u52a1\u7684RPLAs\uff1a<br>GitHub Copilo\u3001GPT\u7b49<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u516b\u3001\u603b\u7ed3\u4e0e\u601d\u8003<\/h2>\n\n\n\n<p>\uff08\u4e00\uff09\u8bba\u6587\u6838\u5fc3\u5185\u5bb9<br>1. 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[&hellip;]<\/p>\n","protected":false},"author":60,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1094","post","type-post","status-publish","format-standard","hentry","category-events"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/1094","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/users\/60"}],"replies":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/comments?post=1094"}],"version-history":[{"count":1,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/1094\/revisions"}],"predecessor-version":[{"id":1100,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/1094\/revisions\/1100"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=1094"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/categories?post=1094"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/tags?post=1094"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}