{"id":1755,"date":"2023-07-02T08:06:00","date_gmt":"2023-07-02T00:06:00","guid":{"rendered":""},"modified":"2023-07-02T08:06:00","modified_gmt":"2023-07-02T00:06:00","slug":"","status":"publish","type":"post","link":"http:\/\/www.idea2003.com\/dongtai\/1755.html","title":{"rendered":"\u94c1\u5e55\u4e0b\u7684\u5927\u6a21\u578b"},"content":{"rendered":"

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\u4e3b\u8981\u7531\u4e24\u65b9\u9762\u51b3\u5b9a\uff1a\u4e00\u662f\u5f53\u5730\u7684\u7528\u4eba\u6210\u672c\u3002\u4e8c\u662f\u4f01\u4e1a\u672c\u8eab\u7684\u54c1\u724c\u5b9a\u4f4d\u9700\u6c42\u3002<\/p>\n

\u90e8\u5206\u4f01\u4e1a\u53d7\u5230\u6dd8\u5b9d\u7b49\u4e92\u8054\u7f51\u516c\u53f8\u7684\u63a8\u52a8\u8fdb\u884c\u8f6c\u578b\u5e03\u5c40\u3002<\/p>\n

\u6211\u4eec\u4e5f\u4ece\u6570\u4f4d\u6e38\u620f\u4e1a\u5185\u4eba\u58eb\u5904\u4e86\u89e3\u5230\uff0c\u6e38\u620f\u884c\u4e1a\u5728 AIGC \u548c\u5143\u5b87\u5b99\u63a2\u7d22\u591a\u5e74\uff0cAI\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684\u5e94\u7528\u843d\u5730\u65b9\u5411\u662f\u201c\u6e38\u620f\u4e2d\u5bf9NPC\u7684\u4f18\u5316\u201d\u3002\u901a\u8fc7\u76f8\u5173\u6280\u672f\u8ba9NPC\u548c\u7528\u6237\u8fdb\u884c\u66f4\u751f\u52a8\u7684\u4e92\u52a8\uff0c\u589e\u52a0\u6e38\u620f\u771f\u5b9e\u611f\u3002<\/p>\n

\u5fae\u8f6f GDC2023 \u4e0a\uff0c\u5206\u4eab\u4e86Azure OpenAI \u5728\u6e38\u620f NPC \u4e2d\u5e94\u7528\u7684\u4e09\u5927\u65b9\u5411\uff1a\u6e38\u620f\u865a\u62df\u73a9\u5bb6\u3001\u6e38\u620f\u865a\u62df\u4e3b\u64ad\u3001\u6e38\u620f NPC \u52a8\u6001\u4e92\u52a8\u3002<\/p>\n

\u6587\u7ae0\u6700\u540e\uff0c\u52a0\u5165\u4e00\u4e2a\u4f7f\u7528GPT\u7684\u5f69\u86cb\u3002\u5927\u5bb6\u6ce8\u610f\u907f\u514d\u5728\u4f7f\u7528\u4e2d\u78b0\u5230\u4eba\u5de5\u667a\u969c\uff08AI,Artificial Idiot\uff09\u3001\u8bef\u8054\u7f51\uff08Internet of Error\uff09\u548c\u6df1\u5ea6\u778e\u5b66\uff08Deep Blind Learning\uff09\u3002<\/p>\n

\u9996\u5148\u662f\u6bd4\u8f83ChatGPT3.5\u548cGPT4\u7684\u533a\u522b?<\/p>\n

\"\u94c1\u5e55\u4e0b\u7684\u5927\u6a21\u578b\u63d2\u56fe6\"<\/p>\n

\u4ee5\u53ca\u522b\u5fd8\u4e86GPT-4\u4f5c\u4e3a\u7cfb\u5217\u4e2d\u7684\u8fc7\u6e21\u7248\u672c\uff0c\u5df2\u66b4\u9732\u51fa\u5f88\u591a\u7f3a\u9677\uff0c\u5b58\u5728\u7684\u7f3a\u9677\u4e0e\u98ce\u9669\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n

\u9996\u5148\u662fChatGPT\u5728\u9053\u5fb7\u548c\u6cd5\u5f8b\u65b9\u9762\u7684\u8fdd\u89c4\u884c\u4e3a\u3002<\/p>\n

ChatGPT\u5bf9\u4fe1\u606f\u3001\u6570\u636e\u6765\u6e90\u65e0\u6cd5\u8fdb\u884c\u6838\u5b9e\u3001\u6838\u67e5\u548c\u9a8c\u8bc1\uff0c\u53ef\u80fd\u5b58\u5728\u4e2a\u4eba\u6570\u636e\u4e0e\u5546\u4e1a\u79d8\u5bc6\u88ab\u6cc4\u9732\uff0c\u5f15\u8d77\u7a83\u53d6\u4ed6\u4eba\u4fe1\u606f\u7684\u9053\u5fb7\u95ee\u9898\u548c\u63d0\u4f9b\u865a\u5047\u4fe1\u606f\u4e24\u5927\u9690\u60a3\u3002<\/p>\n

ChatGPT\u6d89\u53ca\u7684\u6cd5\u5f8b\u98ce\u9669\u4e0d\u9650\u4e8e\u4ee5\u4e0b\u51e0\u79cd\uff1a<\/p>\n

\u8457\u4f5c\u6743\uff1a\u751f\u6210\u7684\u5185\u5bb9\u53ef\u80fd\u4f1a\u4fb5\u72af\u4ed6\u4eba\u7684\u8457\u4f5c\u6743\u3002<\/p>\n

\u9690\u79c1\u6743\uff1a\u4f7f\u7528ChatGPT \u53ef\u80fd\u9700\u8981\u63d0\u4f9b\u4e00\u4e9b\u4e2a\u4eba\u4fe1\u606f\uff0c\u5b58\u5728\u6cc4\u9732\u4e2a\u4eba\u9690\u79c1\u98ce\u9669\u3002<\/p>\n

\u4fe1\u606f\u8bef\u5bfc\uff1a\u751f\u6210\u7684\u5185\u5bb9\u53ef\u80fd\u4e0d\u51c6\u786e\u6216\u6709\u8bef\u5bfc\u6027\u548c\u6b67\u89c6\u6027\u3002<\/p>\n

\u4fb5\u6743\u8fdd\u89c4\uff1aChatGPT\u751f\u6210\u7684\u5185\u5bb9\u53ef\u80fd\u4fb5\u72af\u4ed6\u4eba\u7684\u5408\u6cd5\u6743\u76ca\uff0c\u5982\u5546\u6807\u6743\u3001\u51fa\u7248\u6743\u3001\u8457\u4f5c\u6743\u3001\u4e13\u5229\u6743\u7b49\u3002<\/p>\n

\u5546\u6807\u4fb5\u6743\uff1aChatGPT \u751f\u6210\u7684\u56fe\u50cf\u548c\u89c6\u9891\u5185\u5bb9\u53ef\u80fd\u6d89\u53ca\u5546\u6807\u4fb5\u6743\u3002<\/p>\n

\u4eba\u8eab\u653b\u51fb\uff1aChatGPT \u751f\u6210\u7684\u5185\u5bb9\u53ef\u80fd\u6d89\u53ca\u5bf9\u5b97\u6559\u548c\u4eba\u8eab\u653b\u51fb\uff0c\u8fdd\u53cd\u793e\u4f1a\u4f26\u7406\u9053\u5fb7\u3002<\/p>\n

\u504f\u6fc0\u8bfd\u8c24\uff1a\u4f7f\u7528 ChatGPT \u751f\u6210\u7684\u5185\u5bb9\u53ef\u80fd\u4fae\u8fb1\u4ed6\u4eba\uff0c\u53ef\u80fd\u6d89\u53ca\u504f\u6fc0\u3001\u8bfd\u8c24\u7b49\u6cd5\u5f8b\u95ee\u9898\u3002<\/p>\n

\u5176\u6b21\u662fChatGPT\u63d0\u4f9b\u5927\u91cf\u865a\u5047\u4fe1\u606f\u3002<\/p>\n

ChatGPT\u5e38\u5e38\u4e00\u672c\u6b63\u7ecf\u7684\u80e1\u8bf4\u516b\u9053\uff0c\u8fd9\u662fChatGPT\u76ee\u524d\u88ab\u4eba\u8bdf\u75c5\u7684\u4e00\u4e2a\u4e3b\u8981\u7f3a\u70b9\uff0c\u8fd9\u5c31\u4e3a\u4e0d\u6cd5\u5206\u5b50\u6076\u610f\u8bad\u7ec3\u6216\u8bef\u5bfc\u4eba\u5de5\u667a\u80fd\uff0c\u4f7f\u5176\u63d0\u4f9b\u8bc8\u9a97\u4fe1\u606f\u3001\u9493\u9c7c\u7f51\u7ad9\u7b49\u5185\u5bb9\uff0c\u635f\u5bb3\u516c\u6c11\u4eba\u8eab\u548c\u8d22\u4ea7\u5b89\u5168\u521b\u9020\u4e86\u6761\u4ef6\u3002<\/p>\n

\u7b2c\u4e09\u662fGPT-4 \u5f15\u7528\u6570\u636e\u540c\u6837\u4e0d\u80fd\u5b9e\u65f6\u66f4\u65b0\u3002<\/p>\n

\u76ee\u524dGPT-4\u5728\u751f\u6210\u6027\u9884\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7684\u6570\u636e\u4e0eChatGPT3.5\u7684\u6570\u636e\u90fd\u662f2021\u5e74\u5e95\u524d\u7684\u7f51\u7edc\u6570\u636e\uff0c\u4e0d\u80fd\u4e0e\u4e92\u8054\u7f51\u5b9e\u65f6\u8054\u7f51\u8c03\u7528\u6570\u636e\uff0c\u56e0\u6b64\u5728\u56de\u7b542022\u5e74\u4ee5\u540e\u7684\u95ee\u9898\u65f6\u65e0\u6cd5\u5f97\u5230\u6709\u6548\u652f\u6491\uff0c\u9020\u6210\u4fe1\u606f\u7684\u8bef\u5bfc\u3002<\/p>\n

\u7b2c\u56db\u662f\u4e0d\u5584\u4e8e\u8ba8\u8bba\u672a\u6765\u3002<\/p>\n

\u5c3d\u7ba1GPT-4\u4f3c\u4e4e\u53ef\u4ee5\u5bf9\u5df2\u7ecf\u53d1\u751f\u7684\u4e8b\u60c5\u8fdb\u884c\u63a8\u7406\uff0c\u505a\u51fa\u76f8\u5bf9\u6b63\u786e\u7684\u56de\u7b54\uff0c\u4f46\u5f53\u88ab\u8981\u6c42\u5bf9\u672a\u6765\u505a\u51fa\u5047\u8bbe\u65f6\uff0c\u56de\u7b54\u5c31\u6709\u70b9\u7b54\u975e\u6240\u95ee\uff0c\u6839\u672c\u65e0\u6cd5\u63d0\u51fa\u5168\u65b0\u7684\u60f3\u6cd5\u3002<\/p>\n

\u6700\u540e\uff0cChatGPT\u4fe1\u606f\u76d1\u7ba1\u8feb\u5728\u7709\u776b<\/p>\n

ChatGPT\u5728\u5efa\u7acb\u8bed\u6599\u5e93\u3001\u751f\u6210\u6587\u672c\u65f6\uff0c\u5927\u91cf\u4f7f\u7528\u5e76\u975e\u516c\u5f00\u7684\u5f00\u6e90\u4ee3\u7801\uff0c\u6216\u672a\u529e\u7406\u8bb8\u53ef\u8bc1\u7533\u8bf7\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u4fb5\u6743\u3002\u56e0\u6b64\u5404\u56fd\u653f\u5e9c\u5bf9ChatGPT\u5fc5\u987b\u8981\u8003\u8651\u5efa\u7acb\u76f8\u5173\u7684\u76d1\u7ba1\u673a\u5236\u8feb\u5728\u7709\u776b\uff0c\u9632\u6b62\u4ea7\u751f\u4e0d\u826f\u7684\u793e\u4f1a\u5f71\u54cd\u3002<\/p>\n

\u53c2\u8003\u8d44\u6599\uff1a<\/p>\n

[1]ChatGPT\u7ffb\u5f00\u4e86\u786c\u5e01\u7684\u54ea\u4e00\u9762\uff1f\u5317\u4eac\u90ae\u7535\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u5b66\u9662\u6559\u6388\u9093\u4f1f\u6d2a\u3001\u4e2d\u56fd\u4fe1\u901a\u9662\u4e91\u5927\u6240\u6709\u5185\u5bb9\u79d1\u6280\u90e8\u526f\u4e3b\u4efb\u77f3\u9716<\/p>\n

[2]\u300aChatGPT\u6280\u672f\u67b6\u6784\u53ca\u6211\u56fd\u4eba\u5de5\u667a\u80fd\u672a\u6765\u53d1\u5c55\u7b56\u7565\u7684\u7814\u7a76\u300b \u661f\u8239\u77e5\u9020<\/p>\n

[3]OpenAI\u5b98\u7f51\uff08ChatGPT\uff1a\u4f18\u5316\u5bf9\u8bdd\u7684\u8bed\u8a00\u6a21\u578b (OpenAI.com)\uff09<\/p>\n

[4]Interactive Learning from Policy-Dependent Human Feedback (MacGlashan et al. 2017)<\/p>\n

[5]Deep Reinforcement Learning from Human Preferences (Christiano et al. 2017)<\/p>\n

[6]ChatGPT: Optimizing Language Models for Dialogue (OpenAI 2022)<\/p>\n

[7]Scaling Laws for Reward Model Overoptimization (Gao et al. 2022)<\/p>\n

[8]Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback (Anthropic, 2022)<\/p>\n

[9]\u300a\u4e2d\u56fd\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u5730\u56fe\u7814\u7a76\u62a5\u544a\u300b\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u4fe1\u606f\u7814\u7a76\u6240\u3001\u79d1\u6280\u90e8\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u7814\u7a76\u4e2d\u5fc3<\/p>\n

\u672c\u6587\u57fa\u4e8e\u8bbf\u8c08\u53ca\u516c\u5f00\u8d44\u6599\u5199\u4f5c\uff0c\u4e0d\u6784\u6210\u4efb\u4f55\u6295\u8d44\u5efa\u8bae<\/p>\n

\u672c\u6587\u4e3a\u661f\u8239\u77e5\u9020\u539f\u521b\u5185\u5bb9<\/p>\n

\u672a\u7ecf\u6388\u6743\uff0c\u7981\u6b62\u8f6c\u8f7d<\/p>\n

\u672c\u6587\u4e3a\u4e13\u680f\u4f5c\u8005\u6388\u6743\u5fae\u65b0\u521b\u60f3\u53d1\u8868\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002\u6587\u7ae0\u7cfb\u4f5c\u8005\u4e2a\u4eba\u89c2\u70b9\uff0c\u4e0d\u4ee3\u8868\u5fae\u65b0\u521b\u60f3\u7acb\u573a\uff0c\u8f6c\u8f7d\u8bf7\u8054\u7cfb\u539f\u4f5c\u8005\u3002\u5982\u6709\u4efb\u4f55\u7591\u95ee\uff0c\u8bf7\u8054\u7cfbhttp:\/\/www.idea2003.com\/\u3002<\/p>\n

<\/p>\n

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