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class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/dingyue.ws.126.net\/2025\/1213\/f7f2bfd6g00t76wqy04rhd000hs00b2m.gif\" alt=\"\"\/><\/figure>\n\n\n\n<p id=\"45KR48RL\">\u56fe\u7247\u6e90\u81ea\u7f51\u7edc<\/p>\n\n\n\n<p id=\"45KR48RM\">\u884c\u4e3a\u51b3\u7b56\u90e8\u5206\u5e38\u501f\u52a9\u4e8e\u6709\u9650\u72b6\u6001\u673a\u3001\u884c\u4e3a\u6811\u3001\u89c4\u5219\u5f15\u64ce\u6216\u66f4\u4e3a\u590d\u6742\u7684\u51b3\u7b56\u6846\u67b6\u6765\u5b9e\u73b0\u3002\u89c4\u5219\u5f15\u64ce\u80fd\u591f\u5feb\u901f\u54cd\u5e94\u4ea4\u901a\u6cd5\u89c4\u548c\u786c\u6027\u5b89\u5168\u7ea6\u675f\uff1b\u6709\u9650\u72b6\u6001\u673a\u5c06\u8f66\u8f86\u53ef\u80fd\u5904\u4e8e\u7684\u72b6\u6001\u53ca\u5176\u4e4b\u95f4\u7684\u8f6c\u6362\u5173\u7cfb\u7ed3\u6784\u5316\uff1b\u884c\u4e3a\u6811\u5219\u66f4\u9002\u5408\u7ec4\u5408\u590d\u6742\u7684\u3001\u5c42\u6b21\u5316\u7684\u51b3\u7b56\u903b\u8f91\u3002\u5f53\u9700\u8981\u5904\u7406\u611f\u77e5\u4e0d\u786e\u5b9a\u6027\u6216\u590d\u6742\u7684\u4ea4\u4e92\u573a\u666f\u65f6\uff0c\u6982\u7387\u6a21\u578b\u4e0e\u535a\u5f08\u8bba\u65b9\u6cd5\u4f1a\u88ab\u5f15\u5165\uff0c\u5982\u90e8\u5206\u53ef\u89c2\u6d4b\u9a6c\u5c14\u53ef\u592b\u51b3\u7b56\u8fc7\u7a0b\uff08POMDP\uff09\u53ef\u7528\u4e8e\u5728\u4fe1\u606f\u4e0d\u5b8c\u5168\u7684\u60c5\u51b5\u4e0b\u4f18\u5316\u957f\u671f\u51b3\u7b56\u7b56\u7565\uff0c\u4f46\u5176\u8ba1\u7b97\u5f00\u9500\u8f83\u5927\uff0c\u5b9e\u9645\u5f80\u5f80\u9700\u8981\u901a\u8fc7\u8fd1\u4f3c\u8ba1\u7b97\u6216\u6a21\u578b\u7b80\u5316\u6765\u6ee1\u8db3\u5b9e\u65f6\u6027\u8981\u6c42\u3002<\/p>\n\n\n\n<p 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id=\"45KR48RO\">\u5728\u5b9e\u9645\u843d\u5730\u65f6\uff0c\u7ecf\u5e38\u91c7\u7528\u6df7\u5408\u7b56\u7565\u6765\u5e73\u8861\u6027\u80fd\u4e0e\u590d\u6742\u5ea6\uff0c\u5229\u7528\u7ecf\u5178\u7684\u641c\u7d22\u6216\u91c7\u6837\u65b9\u6cd5\u751f\u6210\u4e00\u7cfb\u5217\u5019\u9009\u8f68\u8ff9\uff0c\u518d\u901a\u8fc7\u57fa\u4e8e\u4ee3\u4ef7\u51fd\u6570\u7684\u8bc4\u4f30\u6216\u4f18\u5316\u65b9\u6cd5\u8fdb\u884c\u7b5b\u9009\u4e0e\u5fae\u8c03\uff1b\u5728\u9ad8\u98ce\u9669\u6216\u6cd5\u89c4\u654f\u611f\u7684\u51b3\u7b56\u70b9\uff0c\u4f18\u5148\u91c7\u7528\u53ef\u89e3\u91ca\u6027\u5f3a\u3001\u903b\u8f91\u660e\u786e\u7684\u89c4\u5219\u6216\u72b6\u6001\u673a\uff0c\u4ee5\u786e\u4fdd\u884c\u4e3a\u7684\u5408\u89c4\u6027\u4e0e\u53ef\u5ba1\u8ba1\u6027\uff1b\u5728\u5927\u91cf\u5e38\u89c1\u7684\u666e\u901a\u9a7e\u9a76\u573a\u666f\u4e2d\uff0c\u5219\u9010\u6b65\u5f15\u5165\u6570\u636e\u9a71\u52a8\u7684\u65b9\u6cd5\u6765\u4f18\u5316\u9884\u6d4b\u6a21\u578b\u548c\u4ee3\u4ef7\u51fd\u6570\u7684\u6743\u91cd\u53c2\u6570\uff0c\u4ece\u800c\u63d0\u5347\u7cfb\u7edf\u5728\u771f\u5b9e\u4e16\u754c\u4e2d\u7684\u9002\u5e94\u80fd\u529b\u4e0e\u6574\u4f53\u6548\u7387\u3002<\/p>\n\n\n\n<p id=\"45KR48RQ\"><strong>\u89c4\u5212\u6a21\u5757\u7684\u5b9e\u73b0\u6709\u4f55\u6311\u6218\uff1f<\/strong><\/p>\n\n\n\n<p id=\"45KR48RR\">\u5c06\u7406\u8bba\u7b97\u6cd5\u8f6c\u5316\u4e3a\u80fd\u591f\u5728\u771f\u5b9e\u8f66\u8f86\u4e0a\u7a33\u5b9a\u8fd0\u884c\u7684\u89c4\u5212\u6a21\u5757\uff0c\u662f\u975e\u5e38\u5177\u6709\u6311\u6218\u6027\u7684\u3002\u4e00\u4e2a\u4e3b\u8981\u6311\u6218\u6e90\u4e8e\u73af\u5883\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u4f20\u611f\u5668\u53ef\u80fd\u6f0f\u68c0\u76ee\u6807\uff0c\u5b9a\u4f4d\u5076\u5c14\u4f1a\u51fa\u73b0\u6f02\u79fb\uff0c\u9ad8\u7cbe\u5730\u56fe\u53ef\u80fd\u5b58\u5728\u8fc7\u65f6\u533a\u57df\uff0c\u8def\u9762\u6469\u64e6\u7cfb\u6570\u4e5f\u4f1a\u968f\u5929\u6c14\u53d8\u5316\u3002\u89c4\u5212\u6a21\u5757\u5fc5\u987b\u5177\u5907\u5728\u4fe1\u606f\u4e0d\u5b8c\u6574\u6216\u4e0d\u7cbe\u786e\u7684\u60c5\u51b5\u4e0b\u4f9d\u7136\u80fd\u4fdd\u8bc1\u5b89\u5168\u884c\u52a8\u7684\u80fd\u529b\uff0c\u8fd9\u901a\u5e38\u901a\u8fc7\u8bbe\u7f6e\u4fdd\u5b88\u7684\u5b89\u5168\u7f13\u51b2\u533a\u3001\u91c7\u7528\u5197\u4f59\u7684\u8f93\u5165\u4fe1\u606f\u6e90\u4ee5\u53ca\u8bbe\u8ba1\u5728\u7ebf\u8bef\u5dee\u6821\u6b63\u673a\u5236\u6765\u5b9e\u73b0\u3002\u8fd8\u6709\u4e00\u5927\u96be\u70b9\u5728\u4e8e\u4e0e\u5176\u4ed6\u9053\u8def\u4f7f\u7528\u8005\u4ea4\u4e92\u7684\u590d\u6742\u6027\uff0c\u4eba\u7c7b\u9a7e\u9a76\u5458\u884c\u4e3a\u591a\u6837\u4e14\u6709\u65f6\u96be\u4ee5\u9884\u6d4b\uff0c\u89c4\u5212\u7cfb\u7edf\u65e2\u9700\u8981\u5728\u591a\u6570\u60c5\u51b5\u4e0b\u8868\u73b0\u51fa\u793c\u8ba9\u4e0e\u5408\u4f5c\uff0c\u53c8\u5fc5\u987b\u5728\u5bf9\u65b9\u505a\u51fa\u5371\u9669\u4e3e\u52a8\u65f6\u80fd\u591f\u679c\u65ad\u5730\u8fdb\u884c\u907f\u8ba9\u6216\u7d27\u6025\u5236\u52a8\u3002<\/p>\n\n\n\n<p id=\"45KR48RS\">\u5b9e\u65f6\u6027\u4e0e\u8ba1\u7b97\u8d44\u6e90\u7684\u9650\u5236\u4e5f\u662f\u5fc5\u987b\u9762\u5bf9\u7684\u4e25\u5cfb\u95ee\u9898\u3002\u5c40\u90e8\u8f68\u8ff9\u89c4\u5212\u9700\u8981\u4ee5\u8f83\u9ad8\u9891\u7387\u66f4\u65b0\uff0c\u4ee5\u5e94\u5bf9\u73af\u5883\u7684\u5feb\u901f\u53d8\u5316\uff0c\u800c\u590d\u6742\u7684\u4f18\u5316\u7b97\u6cd5\u8ba1\u7b97\u91cf\u5de8\u5927\u3002\u5b9e\u8df5\u4e2d\u5e38\u4f5c\u7684\u65b9\u6cd5\u662f\u5c06\u89c4\u5212\u4efb\u52a1\u5206\u5c42\u5904\u7406\uff0c\u9ad8\u9891\u66f4\u65b0\u7684\u5c42\u7ea7\u53ea\u8d1f\u8d23\u5bf9\u77ed\u671f\u8f68\u8ff9\u8fdb\u884c\u5c0f\u5e45\u8c03\u6574\u4e0e\u4f18\u5316\uff0c\u9891\u7387\u8f83\u4f4e\u7684\u5c42\u7ea7\u5219\u5904\u7406\u5b8f\u89c2\u7684\u884c\u4e3a\u51b3\u7b56\u4e0e\u8def\u5f84\u89c4\u5212\uff1b\u540c\u65f6\uff0c\u91c7\u7528\u70ed\u542f\u52a8\u3001\u589e\u91cf\u4f18\u5316\u548c\u5e76\u884c\u8ba1\u7b97\u7b49\u6280\u672f\u6765\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u3002<\/p>\n\n\n\n<figure 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