{"id":62231,"date":"2025-07-18T21:02:29","date_gmt":"2025-07-18T13:02:29","guid":{"rendered":"https:\/\/swarma.org\/?p=62231"},"modified":"2025-07-18T21:02:29","modified_gmt":"2025-07-18T13:02:29","slug":"%e4%ba%ba%e5%9c%a8%e5%9b%9e%e8%b7%af%e7%9a%84%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%ef%bc%9a%e8%b7%a8%e5%ad%a6%e7%a7%91%e6%99%ba%e8%83%bd%e7%9a%84%e5%88%9b%e6%96%b0%e4%b8%8e%e5%ba%94%e7%94%a8%e4%b8%a8","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=62231","title":{"rendered":"\u4eba\u5728\u56de\u8def\u7684\u673a\u5668\u5b66\u4e60\uff1a\u8de8\u5b66\u79d1\u667a\u80fd\u7684\u521b\u65b0\u4e0e\u5e94\u7528\u4e28\u300c\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684\u4eba\u673a\u4ea4\u4e92\u4e0e\u534f\u540c\u300d\u8bfb\u4e66\u4f1a\u00b7\u5468\u516d\u76f4\u64ad"},"content":{"rendered":"
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1\u3001HITL\u673a\u5668\u5b66\u4e60\u7684\u57fa\u672c\u6846\u67b6\u4e0e\u6838\u5fc3\u65b9\u6cd5<\/span><\/span><\/p>\n

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1\u3001Slade P, Atkeson C, Donelan J M, et al. On human-in-the-loop optimization of human\u2013robot interaction[J]. Nature, 2024, 633(8031): 779-788.<\/span><\/span><\/span><\/p>\n

2\u3001Wu X, Xiao L, Sun Y, et al. A survey of human-in-the-loop for machine learning[J]. Future Generation Computer Systems, 2022, 135: 364-381.<\/span><\/span><\/p>\n

3\u3001Liu Z, Xu J, Wu X, et al. Multi-Type Preference Learning: Empowering Preference-Based Reinforcement Learning with Equal Preferences[J]. arXiv preprint arXiv:2409.07268, 2024.<\/span><\/span><\/span><\/p>\n


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\u8bfb\u4e66\u4f1a7\u67084\u65e5\u5f00\u59cb\u7b2c\u4e00\u6b21\u5206\u4eab\uff0c\u6bcf\u5468\u516d\u8fdb\u884c\uff0c\u9884\u8ba1\u6301\u7eed\u7ea68\u5468\uff0c\u5177\u4f53\u65f6\u95f4\u793e\u7fa4\u901a\u77e5\uff0c\u8bda\u631a\u9080\u8bf7\u9886\u57df\u5185\u7814\u7a76\u8005\u3001\u5bfb\u6c42\u8de8\u9886\u57df\u878d\u5408\u7684\u7814\u7a76\u8005\u52a0\u5165\uff0c\u5171\u540c\u63a2\u8ba8\u3002<\/span><\/span><\/p>\n


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\"\u56fe\u7247\"<\/span><\/a><\/span><\/p>\n


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\u8be6\u60c5\u8bf7\u89c1\uff1a\u4eba\u7c7b\u4e0e\u673a\u5668\u7684\u667a\u6167\u78b0\u649e\uff1a\u4eba\u673a\u534f\u540c\u7684\u667a\u80fd\u65f6\u4ee3\u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/span><\/span><\/p>\n


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