{"id":36387,"date":"2025-01-10T13:00:11","date_gmt":"2025-01-10T05:00:11","guid":{"rendered":"https:\/\/17aitech.com\/?p=36387"},"modified":"2025-01-10T13:00:11","modified_gmt":"2025-01-10T05:00:11","slug":"anthropic%e6%8c%96%e8%b5%b0deepmind%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e5%a4%a7%e7%89%9b%e3%80%81alphago%e6%a0%b8%e5%bf%83%e4%bd%9c%e8%80%85julian-schrittwieser","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36387","title":{"rendered":"Anthropic\u6316\u8d70DeepMind\u5f3a\u5316\u5b66\u4e60\u5927\u725b\u3001AlphaGo\u6838\u5fc3\u4f5c\u8005Julian Schrittwieser"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-29-8\" target=\"_blank\">Anthropic\u6316\u8d70DeepMind\u5f3a\u5316\u5b66\u4e60\u5927\u725b\u3001AlphaGo\u6838\u5fc3\u4f5c\u8005Julian Schrittwieser<\/a><\/p>\n<section>\n<section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"108\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>\u4ece AlphaGo\u3001AlphaZero \u3001MuZero \u5230 AlphaCode\u3001AlphaTensor\uff0c\u518d\u5230\u6700\u8fd1\u7684 Gemini \u548c AlphaProof\uff0cJulian Schrittwieser \u7684\u5de5\u4f5c\u6210\u679c\u4f3c\u4e4e\u6bd4\u4ed6\u7684\u540d\u5b57\u66f4\u5e7f\u4e3a\u4eba\u77e5\u3002<\/p>\n<\/section>\n<\/blockquote>\n<\/section>\n<\/section>\n<p>\u4eca\u5929\u7684 AI \u793e\u533a\uff0c\u518d\u6b21\u88ab\u4e00\u5219\u5927\u4f6c\u8f6c\u4f1a\u6d88\u606f\u5438\u5f15\u4e86\u76ee\u5149\u3002<\/p>\n<p>\u5728\u8c37\u6b4c\u5de5\u4f5c\u5341\u5e74\u540e\uff0c\u5927\u540d\u9f0e\u9f0e\u7684\u8c37\u6b4c DeepMind Alpha \u7cfb\u5217\u6838\u5fc3\u4f5c\u8005 Julian Schrittwieser\uff0c\u5ba3\u5e03\u52a0\u5165 Anthropic\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-3b97be2dc897eef38cf91022584988f9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-3b97be2dc897eef38cf91022584988f9.png\"><\/a><\/p>\n<p><em><sup>\u6211\u5f88\u9ad8\u5174\u5730\u5ba3\u5e03\uff0c\u5c06\u4ece\u672c\u5468\u8d77\u52a0\u5165 Anthropic\uff01Claude \u662f\u6211\u53d1\u73b0\u81ea\u5df1\u4e00\u76f4\u5728\u4f7f\u7528\u7684\u7b2c\u4e00\u4e2a LLM\u3002\u6700\u8fd1\uff0c\u6211\u88ab\u300aArtifacts\u300b\u548c\u300aComputer Use\u300b\u4ee5\u53ca Claude \u4e0d\u65ad\u63d0\u9ad8\u7684\u6280\u80fd\u6df1\u6df1\u9707\u64bc\u4e86\u3002<\/sup><\/em><\/p>\n<p><em><sup>\u6211\u975e\u5e38\u5e78\u8fd0\u5730\u53c2\u4e0e\u4e86\u8c37\u6b4c DeepMind \u8fc7\u53bb 10 \u5e74\u7684\u5947\u5999\u65c5\u7a0b\uff0c\u5728\u90a3\u91cc\u6211\u53c2\u4e0e\u4e86\u5f88\u591a\u4ee4\u4eba\u5174\u594b\u7684\u9879\u76ee\uff0c\u8fd9\u662f\u6211\u505a\u68a6\u90fd\u60f3\u4e0d\u5230\u7684\uff1a\u4ece AlphaGo \u5230 AlphaZero \u548c MuZero \u7684\u4f20\u5947\uff1b\u8fd8\u6709\u5f88\u591a\u7684\u5e94\u7528\u7814\u7a76\uff0c\u5982 AlphaCode \u548c AlphaTensor\uff0c\u4ee5\u53ca\u6700\u8fd1\u7684 Gemini \u548c AlphaProof\u3002\u6211\u76f8\u4fe1\uff0c\u90a3\u91cc\u7684\u56e2\u961f\u4e5f\u5c06\u7ee7\u7eed\u521b\u9020\u60ca\u4eba\u7684\u6210\u5c31\uff0c\u6211\u8feb\u4e0d\u53ca\u5f85\u5730\u60f3\u4e00\u63a2\u7a76\u7adf\uff01<\/sup><\/em><\/p>\n<p>Julian Schrittwieser \u7684\u8df3\u69fd\uff0c\u53ef\u4ee5\u8bf4\u662f\u8fd1\u671f\u9886\u57df\u5185\u6700\u4e3a\u60ca\u4eba\u7684\u4e00\u5219\u6d88\u606f\uff0c\u56e0\u4e3a Julian Schrittwieser \u5728 DeepMind \u5185\u90e8\u7684\u5730\u4f4d\u975e\u540c\u5bfb\u5e38\u3002\u66f4\u4ee4\u4eba\u597d\u5947\u7684\u662f\uff0cAnthropic \u662f\u5982\u4f55\u62db\u63fd\u5230\u8fd9\u6837\u4e00\u4f4d\u9876\u5c16\u4eba\u624d\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1733fee1591ae374cd25e25ae5276edc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1733fee1591ae374cd25e25ae5276edc.png\"><\/a><\/p>\n<p>\u4e0d\u7ba1\u8fc7\u7a0b\u5982\u4f55\uff0c\u8fd9\u4e00\u5b9a\u662f Anthropic \u6700\u300c\u8d85\u503c\u300d\u7684\u4e00\u6b21\u62db\u8058\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-8b86c3994f882f966c1ebdcba8a92d6f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-8b86c3994f882f966c1ebdcba8a92d6f.png\"><\/a><\/p>\n<p>\u5728 DeepMind \u8bde\u751f\u4ee5\u6765\u7684\u6570\u5e74\u4e2d\uff0c\u300cAlpha \u7cfb\u5217\u6210\u679c\u300d\u4e00\u76f4\u662f\u8be5\u56e2\u961f\u6700\u95ea\u8000\u7684\u524d\u6cbf\u6210\u679c\u3002\u800c Julian Schrittwieser \u662f\u8fd9\u4e9b\u4f1f\u5927\u6210\u5c31\u4e2d\u4e0d\u53ef\u5ffd\u89c6\u7684\u8d21\u732e\u8005\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-9f21a98c747c56cc2505dd85bdf62652.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-9f21a98c747c56cc2505dd85bdf62652.png\"><\/a><\/p>\n<p>2016 \u5e74\uff0cDeepMind \u5f00\u53d1\u7684 AlphaGo \u4ee5 4\uff1a1 \u51fb\u8d25\u4e16\u754c\u9876\u7ea7\u56f4\u68cb\u68cb\u624b\u674e\u4e16\u77f3\uff08Lee Se-dol\uff09\uff0c\u6210\u4e3a\u8f70\u52a8\u5168\u7403\u7684\u4eba\u5de5\u667a\u80fd\u91cc\u7a0b\u7891\u4e8b\u4ef6\u3002Julian Schrittwieser \u53c2\u4e0e\u64b0\u5199\u4e86\u7b2c\u4e00\u7bc7\u5173\u4e8e AlphaGo \u7684\u91cc\u7a0b\u7891\u5f0f\u8bba\u6587\u3002<\/p>\n<ul>\n<li>\n<section>\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=402748228&amp;idx=1&amp;sn=a368dac1e5e36ef32bf225f61eae1b00&amp;chksm=02e4b73a35933e2c0716ef2b7b162fceb94e26e7680f447d373b170571bf4ff34d42e99d50b0&amp;scene=21#wechat_redirect\" target=\"_blank\">AlphaGo 4:1 \u6218\u80dc\u674e\u4e16\u77f3\uff0c\u6211\u4eec\u9700\u8981\u66f4\u597d\u7684\u7406\u89e3\u4eba\u5de5\u667a\u80fd<\/a>\u300b<\/section>\n<\/li>\n<\/ul>\n<p>2017 \u5e74\uff0c\u5728 AlphaGo \u4e0e\u67ef\u6d01\u7684\u6bd4\u8d5b\u4e4b\u540e\uff0cDeepMind \u5ba3\u5e03\u9000\u5f79 AlphaGo\uff0c\u81ea\u5b66\u6210\u624d\u7684 AlphaGo Zero \u4ee5 100:0 \u51fb\u8d25\u4e86\u65e9\u671f\u7684\u7ade\u6280\u7248 AlphaGo\uff0cJulian Schrittwieser \u662f AlphaGo Zero \u8bba\u6587\u7684\u7b2c\u4e8c\u4f5c\u8005\uff0c\u4e5f\u8d1f\u8d23\u4e86\u4ece\u4e3b\u641c\u7d22\u7b97\u6cd5\u3001\u8bad\u7ec3\u6846\u67b6\u5230\u5bf9\u65b0\u786c\u4ef6\u7684\u652f\u6301\u7b49\u5de5\u4f5c\u3002<\/p>\n<ul>\n<li>\n<section>\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650732104&amp;idx=1&amp;sn=8d0f5b9a1d5ede22cc1017c1c596afe2&amp;chksm=871b3236b06cbb2051eaa1a4a8cf5b8c307c1655d9680af7e81f452ebe590a0b557bca84ab4c&amp;scene=21#wechat_redirect\" target=\"_blank\">\u65e0\u9700\u4eba\u7c7b\u77e5\u8bc6\uff0cDeepMind \u65b0\u4e00\u4ee3\u56f4\u68cb\u7a0b\u5e8f AlphaGo Zero \u518d\u6b21\u767b\u4e0a Nature<\/a>\u300b<\/section>\n<\/li>\n<li>\n<section>\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650732153&amp;idx=1&amp;sn=0699c614ca4b4e4999ddc0f5bffc558d&amp;chksm=871b3207b06cbb11bfb5e20d51c34d60a24d3edafcc2e4320280046c43bcf738b4b3e3a2e24c&amp;scene=21#wechat_redirect\" target=\"_blank\">DeepMind AlphaGo Zero \u5f15\u7206\u4e1a\u5185\uff0c\u521b\u9020\u8005\u73b0\u8eab Reddit \u95ee\u7b54<\/a>\u300b<\/section>\n<\/li>\n<\/ul>\n<p>\u800c AlphaGo Zero \u968f\u540e\u88ab\u62d3\u5c55\u4e3a\u4e00\u4e2a\u540d\u4e3a AlphaZero \u7684\u7a0b\u5e8f\u30022017 \u5e74\u5e95\uff0cDeepMind \u6b63\u5f0f\u53d1\u8868\u4e86 AlphaZero\uff0c\u8fd9\u662f\u4e00\u79cd\u53ef\u4ee5\u4ece\u96f6\u5f00\u59cb\u901a\u8fc7 Self-Play \u5f3a\u5316\u5b66\u4e60\u5728\u591a\u79cd\u4efb\u52a1\u4e0a\u8fbe\u5230\u8d85\u8d8a\u4eba\u7c7b\u6c34\u5e73\u7684\u7b97\u6cd5\u3002\u8be5\u7b97\u6cd5\u7ecf\u8fc7\u4e0d\u5230 24 \u5c0f\u65f6\u7684\u8bad\u7ec3\u540e\uff0c\u5373\u53ef\u5728\u56fd\u9645\u8c61\u68cb\u548c\u65e5\u672c\u5c06\u68cb\u4e0a\u51fb\u8d25\u6b64\u524d\u4e1a\u5185\u9876\u5c16\u7684\u8ba1\u7b97\u673a\u7a0b\u5e8f\uff08\u8fd9\u4e9b\u7a0b\u5e8f\u65e9\u5df2\u8d85\u8d8a\u4eba\u7c7b\u4e16\u754c\u51a0\u519b\u6c34\u5e73\uff09\uff0c\u4e5f\u8f7b\u677e\u51fb\u8d25\u4e86\u8bad\u7ec3 3 \u5929\u65f6\u95f4\u7684 AlphaGo Zero\u3002<\/p>\n<ul>\n<li>\n<section>\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650734359&amp;idx=1&amp;sn=94e218848dcaff1c72fca46cbdc84eac&amp;chksm=871b3b69b06cb27f658f5ee9227b79623288dca458bb738a38d4d88d5f82c7537788302466e7&amp;scene=21#wechat_redirect\" target=\"_blank\">\u4e0d\u53ea\u662f\u56f4\u68cb\uff01AlphaGo Zero \u4e4b\u540e DeepMind \u63a8\u51fa\u6cdb\u5316\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5 AlphaZero<\/a>\u300b<\/section>\n<\/li>\n<\/ul>\n<p>2020 \u5e74\uff0cDeepMind \u53d1\u8868\u4e86 MuZero\u3002\u5728\u4e0d\u5177\u5907\u4efb\u4f55\u5e95\u5c42\u52a8\u6001\u77e5\u8bc6\u7684\u60c5\u51b5\u4e0b\uff0c\u8be5\u7b97\u6cd5\u901a\u8fc7\u7ed3\u5408\u57fa\u4e8e\u6811\u7684\u641c\u7d22\u548c\u5b66\u5f97\u6a21\u578b\uff0c\u4e0d\u4ec5\u5728\u56fd\u9645\u8c61\u68cb\u3001\u65e5\u672c\u5c06\u68cb\u548c\u56f4\u68cb\u7684\u7cbe\u786e\u89c4\u5212\u4efb\u52a1\u4e2d\u5339\u654c AlphaZero\uff0c\u8fd8\u5728 30 \u591a\u6b3e\u96c5\u8fbe\u5229\u6e38\u620f\u4e2d\u5c55\u793a\u51fa\u4e86\u8d85\u8d8a\u4eba\u7c7b\u7684\u8868\u73b0\u3002Julian Schrittwieser \u662f MuZero \u8bba\u6587\u300aMastering Atari, Go, Chess and Shogi by Planning with a Learned Model\u300b\u7684\u6838\u5fc3\u4f5c\u8005\u4e4b\u4e00\u3002<\/p>\n<ul>\n<li>\n<section>\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650774654&amp;idx=2&amp;sn=9d7fdf2770ba0694ce2b0b7eda3f7ddd&amp;chksm=871a5800b06dd116439386ef746ff1a31212032c1d066043b418d26bb4f1e582256378eeda7e&amp;scene=21#wechat_redirect\" target=\"_blank\">\u901a\u7528 AlphaGo \u8bde\u751f\uff1fDeepMind \u7684 MuZero \u5728\u591a\u79cd\u68cb\u7c7b\u6e38\u620f\u4e2d\u8d85\u8d8a\u4eba\u7c7b<\/a>\u300b<\/section>\n<\/li>\n<\/ul>\n<p>2022 \u5e74 2 \u6708\uff0cDeepMind \u53d1\u5e03\u4e86\u57fa\u4e8e Transformer \u6a21\u578b\u7684 AlphaCode\uff0c\u53ef\u4ee5\u7f16\u5199\u4e0e\u4eba\u7c7b\u76f8\u5ab2\u7f8e\u7684\u8ba1\u7b97\u673a\u7a0b\u5e8f\u3002\u5305\u62ec Julian Schrittwieser \u5728\u5185\u7684\u591a\u4f4d\u4f5c\u8005\u540e\u7eed\u53c8\u5728\u300aScience\u300b\u4e0a\u53d1\u8868\u4e86\u8bba\u6587\u3002<\/p>\n<ul>\n<li>\n<section>\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650837433&amp;idx=1&amp;sn=08f9979eda2a9ecfdc8e52a47f5a0195&amp;chksm=84e555c7b392dcd11660a0276f24eced5ba665d7c5de63b87ab06679987cf0aa363ac115c4f8&amp;scene=21#wechat_redirect\" target=\"_blank\">\u5377\u8d77\u6765\u4e86\uff01DeepMind \u53d1\u5e03\u5ab2\u7f8e\u666e\u901a\u7a0b\u5e8f\u5458\u7684 AlphaCode\uff0c\u540c\u65e5 OpenAI \u795e\u7ecf\u6570\u5b66\u8bc1\u660e\u5668\u62ff\u4e0b\u5965\u6570\u9898<\/a>\u300b<\/section>\n<\/li>\n<li>\n<section>\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650863200&amp;idx=2&amp;sn=3142c5d1c2e76d2e8e4c7f1cf8f97783&amp;chksm=84e5321eb392bb0809ac5042ea473e7f1761f25b18404e3d9f553bdc983000d41633d85d60bd&amp;scene=21#wechat_redirect\" target=\"_blank\">DeepMind \u643a AlphaCode \u767b Science \u5c01\u9762\uff0c\u5199\u4ee3\u7801\u80fd\u529b\u4e0d\u8f93\u7a0b\u5e8f\u5458<\/a>\u300b<\/section>\n<\/li>\n<\/ul>\n<p>2022 \u5e74 10 \u6708\uff0cDeepMind \u63d0\u51fa\u4e86 AlphaTensor\uff0c\u7b2c\u4e00\u4e2a\u53ef\u7528\u4e8e\u4e3a\u77e9\u9635\u4e58\u6cd5\u7b49\u57fa\u672c\u4efb\u52a1\u53d1\u73b0\u65b0\u9896\u3001\u9ad8\u6548\u4e14\u53ef\u8bc1\u660e\u6b63\u786e\u7684\u7b97\u6cd5\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\uff0c\u5e76\u63ed\u793a\u4e86 50 \u5e74\u6765\u5728\u6570\u5b66\u9886\u57df\u4e00\u4e2a\u60ac\u800c\u672a\u51b3\u7684\u95ee\u9898\uff0c\u5373\u627e\u5230\u4e24\u4e2a\u77e9\u9635\u76f8\u4e58\u6700\u5feb\u65b9\u6cd5\u3002AlphaTensor \u5efa\u7acb\u5728 AlphaZero \u7684\u57fa\u7840\u4e0a\uff0c\u5c55\u793a\u4e86 AlphaZero \u4ece\u7528\u4e8e\u6e38\u620f\u5230\u9996\u6b21\u7528\u4e8e\u89e3\u51b3\u672a\u89e3\u51b3\u7684\u6570\u5b66\u95ee\u9898\u7684\u4e00\u6b21\u8f6c\u53d8\u3002<\/p>\n<ul>\n<li>\n<section>\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650858086&amp;idx=1&amp;sn=bc721a3c28dde1ba5a66d921dc4fd915&amp;chksm=84e52618b392af0e07f1f991e929063b6a6068132e27829d87793af892ca28512a70517f58b8&amp;scene=21#wechat_redirect\" target=\"_blank\">\u5f3a\u5316\u5b66\u4e60\u53d1\u73b0\u77e9\u9635\u4e58\u6cd5\u7b97\u6cd5\uff0cDeepMind \u518d\u767b Nature \u5c01\u9762\u63a8\u51fa AlphaTensor<\/a>\u300b<\/section>\n<\/li>\n<\/ul>\n<p>2023 \u5e74 6 \u6708\uff0c\u8c37\u6b4c DeepMind \u53d1\u5e03\u4e86 AlphaDev\uff0c\u8fd9\u79cd\u5168\u65b0\u7684\u5f3a\u5316\u5b66\u4e60\u7cfb\u7edf\u53d1\u73b0\u4e86\u4e00\u79cd\u6bd4\u4ee5\u5f80\u66f4\u5feb\u7684\u54c8\u5e0c\u7b97\u6cd5\u3002Julian Schrittwieser \u4e5f\u662f AlphaDev \u9879\u76ee\u7684\u6838\u5fc3\u53c2\u4e0e\u8005\u4e4b\u4e00\u3002<\/p>\n<ul>\n<li>\n<section>\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650879940&amp;idx=1&amp;sn=b3a4e08ecaab983c189e40e3c92915f8&amp;chksm=84e4f3bab3937aac9fc97cb848f27a940e0b39fad28863b505d3dad8b2f1e594f8a68c742612&amp;scene=21#wechat_redirect\" target=\"_blank\">AI \u91cd\u5199\u6392\u5e8f\u7b97\u6cd5\uff0c\u901f\u5ea6\u5feb 70%\uff1aDeepMind AlphaDev \u9769\u65b0\u8ba1\u7b97\u57fa\u7840\uff0c\u6bcf\u5929\u8c03\u7528\u4e07\u4ebf\u6b21\u7684\u5e93\u66f4\u65b0\u4e86<\/a>\u300b<\/section>\n<\/li>\n<\/ul>\n<p>2024 \u5e74 7 \u6708\uff0c\u8c37\u6b4c DeepMind \u56e2\u961f\u7814\u53d1\u7684 AlphaProof \u548c AlphaGeometry 2 \u5728 IMO \u7ade\u8d5b\u4e0a\u5171\u540c\u5b9e\u73b0\u4e86\u91cc\u7a0b\u7891\u5f0f\u7684\u7a81\u7834\u3002AlphaProof \u662f\u4e00\u79cd\u7528\u4e8e\u5f62\u5f0f\u5316\u6570\u5b66\u63a8\u7406\u7684\u5f3a\u5316\u5b66\u4e60\u7cfb\u7edf\uff0c\u800c AlphaGeometry 2 \u662f DeepMind \u51e0\u4f55\u6c42\u89e3\u7cfb\u7edf AlphaGeometry \u7684\u6539\u8fdb\u7248\u672c\u3002\u6b63\u5f0f\u6bd4\u8d5b\u4e2d\uff0cAlphaProof+AlphaGeometry 2 \u7ec4\u5408\u6210\u7684 AI \u7cfb\u7edf\u5728\u51e0\u5206\u949f\u5185\u5c31\u89e3\u51b3\u4e86\u4eba\u7c7b\u53c2\u8d5b\u9009\u624b\u9700\u8981\u51e0\u4e2a\u5c0f\u65f6\u624d\u80fd\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n<ul>\n<li>\n<section>\u00a0\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650927541&amp;idx=1&amp;sn=8bf134f825ae3e3a4f08134d3dafe8d1&amp;chksm=84e435cbb393bcdd2a6d0a7dbcf0b3ba3564bdf120c499649e50e609f754f7a1931c80ba4acd&amp;scene=21#wechat_redirect\" target=\"_blank\">\u8c37\u6b4c AI \u62ff\u4e0b IMO \u5965\u6570\u94f6\u724c\uff0c\u6570\u5b66\u63a8\u7406\u6a21\u578b AlphaProof \u9762\u4e16\uff0c\u5f3a\u5316\u5b66\u4e60 is so back<\/a>\u300b<\/section>\n<\/li>\n<\/ul>\n<p>8 \u5e74\u524d\uff0c\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u7684 AlphaGo \u58f0\u540d\u5927\u566a\uff1b8 \u5e74\u540e\uff0c\u5f3a\u5316\u5b66\u4e60\u5728 AlphaProof \u4e2d\u518d\u6b21\u5927\u653e\u5f02\u5f69\u30022016 \u5e74 AlphaGo \u8bba\u6587\u7684\u6838\u5fc3\u6210\u5458 Julian Schrittwieser\u3001Aja Huang\u3001Yannick Schroecker\uff0c\u5982\u4eca\u4e5f\u662f AlphaProof \u7684\u6838\u5fc3\u8d21\u732e\u8005\u3002\u6709\u4eba\u5728\u670b\u53cb\u5708\u611f\u53f9\u8bf4\uff1aRL is so back\uff01<\/p>\n<p>\u4e1a\u5185\u666e\u904d\u8ba4\u4e3a\uff0cOpenAI o1 \u8fd0\u7528\u7684\u6280\u672f\u5173\u952e\u4e5f\u5728\u4e8e\u5f3a\u5316\u5b66\u4e60\u7684\u641c\u7d22\u4e0e\u5b66\u4e60\u673a\u5236\uff0c\u8fd9\u6807\u5fd7\u7740 RL \u4e0b Post-Training Scaling Law \u7684\u65f6\u4ee3\u6b63\u5f0f\u5230\u6765\u3002\u6b63\u5982\u300aThe Bitter Lesson\u300b\u6240\u8bf4\uff0c\u53ea\u6709\u641c\u7d22\u548c\u5b66\u4e60\u8fd9\u4e24\u79cd\u5b66\u4e60\u8303\u5f0f\u80fd\u591f\u968f\u7740\u8ba1\u7b97\u80fd\u529b\u7684\u589e\u957f\u65e0\u9650\u6269\u5c55\u3002\u5f3a\u5316\u5b66\u4e60\u4f5c\u4e3a\u8fd9\u4e24\u79cd\u5b66\u4e60\u8303\u5f0f\u7684\u8f7d\u4f53\uff0c\u5982\u4f55\u80fd\u591f\u5728\u5b9e\u73b0\u53ef\u6269\u5c55\u7684 RL \u5b66\u4e60\uff08Scalable RL Learning\uff09\u548c\u5f3a\u5316\u5b66\u4e60\u6269\u5c55\u6cd5\u5219\uff08RL Scaling Law\uff09\uff0c\u5c06\u6210\u4e3a\u8fdb\u4e00\u6b65\u7a81\u7834\u5927\u6a21\u578b\u6027\u80fd\u4e0a\u9650\u7684\u5173\u952e\u9014\u5f84\u3002<\/p>\n<p>\u8fd9\u6216\u8bb8\u5c31\u662f Calude \u56e2\u961f\u62db\u63fd Julian Schrittwieser \u7684\u51fa\u53d1\u70b9\u3002o1 \u7814\u53d1\u56e2\u961f\u5728\u91c7\u8bbf\u4e2d\u4e5f\u8c08\u5230\u8fc7\uff0cOpenAI \u5f88\u65e9\u5c31\u53d7\u5230 AlphaGo \u7684\u542f\u53d1\uff0c\u610f\u8bc6\u5230\u4e86\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u7684\u5de8\u5927\u6f5c\u529b\uff0c\u5e76\u5728\u76f8\u5173\u65b9\u5411\u6295\u5165\u4e86\u5927\u91cf\u7814\u7a76\u529b\u91cf\u3002<\/p>\n<p>\u4f5c\u4e3a RL \u9886\u57df\u7684\u6df1\u8015\u8005\uff0cJulian Schrittwieser \u53c8\u4f1a\u5e26\u9886 Claude \u56e2\u961f\u505a\u51fa\u600e\u6837\u7684\u6210\u679c\u5462\uff1f\u8ba9\u6211\u4eec\u62ed\u76ee\u4ee5\u5f85\u3002<\/p>\n<p><em><sup>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/www.furidamu.org\/blog\/2024\/10\/28\/joining-anthropic\/<\/sup><\/em><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-29-8\" target=\"_blank\">Anthropic\u6316\u8d70DeepMind\u5f3a\u5316\u5b66\u4e60\u5927\u725b\u3001AlphaGo\u6838\u5fc3\u4f5c\u8005Julian Schrittwieser<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:Anthropic\u6316\u8d70 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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