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\u5168\u7403\u9876\u7ea7\u7684AI\u4e13\u5bb6\u4eec\u90fd\u5177\u5907\u8fd9\u6837\u7684\u5171\u8bc6\uff1a\u6251\u514b\u662f\u4eba\u5de5\u667a\u80fd\u6700\u96be\u7834\u89e3\u7684\u6e38\u620f\u4e4b\u4e00\u3002\u6251\u514b\u9700\u8981\u63a8\u7406\u548c\u667a\u6167\u3001\u4e14\u4e0d\u5b58\u5728\u4e00\u4e2a\u552f\u4e00\u7684\u6700\u4f73\u7b56\u7565\uff0c\u4f7f\u5f97\u673a\u5668\u96be\u4ee5\u6a21\u4eff\u3002<\/p>\n

\"\"<\/p>\n

\u4e3a\u4ec0\u4e48\u6251\u514b\u6e38\u620f\u96be\u4ee5\u88abAI\u5b8c\u5168\u638c\u63a7\uff1f<\/strong><\/p>\n

AI\u7684\u201c\u5168\u77e5\u5168\u80fd\u201d\u9700\u8981\u5236\u5b9a\u57fa\u4e8e\u6e38\u620f\u89c4\u5219\u548c\u5df2\u77e5\u5168\u90e8\u4fe1\u606f\u7684\u5b8c\u7f8e\u7b56\u7565\uff0c\u800c\u6251\u514b\u6e38\u620f\u4e2d\u5219\u5305\u542b\u4e86\u5927\u91cf\u7684\u9690\u85cf\u4fe1\u606f\uff0c\u8fd9\u4e0e\u80fd\u663e\u793a\u5bf9\u624b\u68cb\u5b50\u7684\u68cb\u76d8\u4e0d\u540c\u3002\u5728\u6251\u514b\u6e38\u620f\u4e2d\uff0c\u5bf9\u624b\u7684\u724c\u662f\u9690\u85cf\u7684\u3002\u6240\u4ee5\u6251\u514b\u62e5\u6709\u51e0\u4e4e\u65e0\u9650\u7684\u968f\u673a\u72b6\u51b5\uff0c\u6bd4\u5b87\u5b99\u4e2d\u7684\u539f\u5b50\u6570\u8fd8\u8981\u5927\u3002<\/p>\n

\u6251\u514b\u6e38\u620f\u5177\u5907\u201c\u4e0d\u5b8c\u7f8e\u4fe1\u606f\u201d\u7684\u7279\u6027\uff0c\u60f3\u6839\u636e\u5bf9\u624b\u53ef\u80fd\u91c7\u53d6\u7684\u6bcf\u79cd\u6253\u6cd5\uff0c\u8ba1\u7b97\u51fa\u7406\u60f3\u7684\u7b56\u7565\u662f\u975e\u5e38\u590d\u6742\u7684\u3002\u5c24\u5176\u662f\u65e0\u9650\u5236\u5fb7\u5dde\u6251\u514b\uff0c\u56e0\u4e3a\u5bf9\u624b\u57fa\u672c\u4e0a\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u4ee5\u4efb\u4f55\u91d1\u989d\u4e0b\u6ce8\u3002<\/p>\n

\u6251\u514b\u4e0d\u4ec5\u662f\u4e0d\u5b8c\u7f8e\u4fe1\u606f\u6e38\u620f\u7684\u4ee3\u8868\uff0c\u6d89\u53ca\u5927\u91cf\u9690\u85cf\u4fe1\u606f\uff1b\u73a9\u6cd5\u4e2d\u8fd8\u5305\u62ec\u201c\u8bc8\u552c\u201d\u7b49\u865a\u5f20\u58f0\u52bf\u7684\u4eba\u7c7b\u5c5e\u6027\u3002<\/p>\n

2017\u5e74\uff0c\u7531\u5361\u5185\u57fa\u6885\u6d1b\u5927\u5b66\u6559\u6388\u6258\u9a6c\u65af\u00b7\u6851\u5fb7\u970d\u59c6Tuomas Sandholm\u548c\u8bfa\u59c6\u00b7\u5e03\u6717Noam Brown\u521b\u5efa\u7684\u4eba\u5de5\u667a\u80fd\u9879\u76eeLibratus\u00a0\u5728\u4e00\u7cfb\u5217\u4e0e\u804c\u4e1a\u6251\u514b\u9009\u624b\u4e00\u5bf9\u4e00\u7684\u5bf9\u5f08\u4e2d\u53d6\u5f97\u4e86\u80dc\u5229\u3002\u8fd9\u662fAI\u5386\u53f2\u4e0a\u9996\u6b21\u53d6\u5f97\u6251\u514b\u9886\u57df\u7684\u91cd\u5927\u7a81\u7834\u3002<\/p>\n

Libratus\u00a0\u901a\u8fc7\u57fa\u4e8e\u8499\u7279\u5361\u6d1bCFR\uff08\u4e00\u79cd\u5e73\u8861\u6c42\u89e3\u7406\u8bba\uff0cAI\u7814\u7a76\u4eba\u5458\u4f7f\u7528\u535a\u5f08\u8bba\u6216\u6218\u7565\u51b3\u7b56\u7684\u6570\u5b66\u5e94\u7528\u6765\u627e\u5230\u7ed9\u5b9a\u5404\u79cd\u4e0d\u786e\u5b9a\u6027\u7684\u6700\u4f73\u7b56\u7565\uff0c\u79f0\u4e3a\u5747\u8861\u3002\uff09\u7684\u65b0\u5ef6\u4f38\u5e94\u7528\u6765\u6784\u5efa\uff0c\u7528\u6765\u56de\u907f\u6251\u514b\u4e2d\u673a\u5668\u96be\u4ee5\u89e3\u51b3\u7684\u62bd\u8c61\u90e8\u5206\uff0c\u8fd9\u79cd\u8ba1\u7b97\u65b9\u5f0f\u4e0d\u4f1a\u9891\u7e41\u5730\u5bf9\u6094\u724c\u884c\u4e3a\u8fdb\u884c\u62bd\u6837\u3002<\/p>\n

\"\"<\/p>\n

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\u4ece\u7b2c\u4e09\u8f6e\u4e0b\u6ce8\u8d77\uff0cLibratus\u00a0\u5229\u7528\u7a0b\u5e8f\u5d4c\u5957\u7684\u5b50\u65b9\u6848\uff0c\u54cd\u5e94\u4e4b\u540e\u5bf9\u624b\u7684\u6bcf\u6b21\u4e0b\u6ce8\u3002\u8fd9\u4f7f\u5f97Libratus\u00a0\u5ffd\u7565\u6389\u4eba\u7c7b\u7684\u884c\u4e3a\uff0c\u7528\u5b50\u65b9\u6848\u54cd\u5e94\u5bf9\u624b\u5728\u4fe1\u606f\u51b3\u7b56\u6811\u4ee5\u5916\u7684\u4efb\u4f55\u52a8\u4f5c\uff0c\u4ece\u800c\u62e5\u6709\u4e00\u5b9a\u83b7\u5f97\u80dc\u5229\u7684\u6982\u7387\u3002<\/p>\n

\u6362\u53e5\u8bdd\u8bf4\uff0cLibratus\u5728\u4e0e\u771f\u4eba\u7684\u6251\u514b\u6bd4\u8d5b\u4e2d\u94bb\u4e86\u89c4\u5219\u7684\u7a7a\u5b50\uff0cLibratus\u5e76\u4e0d\u662f\u4eba\u4eec\u4ee5\u4e3a\u7684\u90a3\u79cd\uff0c\u80fd\u591f\u5728\u724c\u684c\u4e0a\u7528\u4eba\u5de5\u667a\u80fd\u6253\u8d25\u4eba\u7c7b\u667a\u6167\u7684\u201dAI\u201c\uff0c\u800c\u662f\u4e00\u79cd\u6570\u5b66\u6a21\u578b\u3002<\/p>\n

AI\u4ece\u6251\u514b\u6e38\u620f\u4e2d\u80fd\u5b66\u4e60\u5230\u4ec0\u4e48\uff1f<\/strong><\/p>\n

\u6251\u514b\u6e38\u620f\u5305\u542b\u865a\u5f20\u58f0\u52bf\uff0cAI\u8981\u505a\u7684\u4e0d\u4ec5\u4ec5\u662f\u57fa\u4e8e\u5bf9\u624b\u7684\u4e0b\u4e00\u624b\u52a8\u4f5c\u548c\u5728\u68cb\u76d8\u4e0a\u843d\u5b50\u7684\u4e0b\u4e00\u6b65\u6765\u505a\u51fa\u51b3\u7b56\u70b9\uff0c\u4e00\u540d\u6210\u719f\u7684\u6251\u514b\u73a9\u5bb6\u8981\u505a\u5230\u7684\u8fd8\u6d89\u53ca\u8bc6\u522b\u3001\u7406\u89e3\u5bf9\u624b\u7684\u884c\u4e3a\u7b56\u7565\u3002<\/p>\n

\u4eba\u5de5\u667a\u80fd\u4e0d\u50cf\u4eba\u7c7b\u90a3\u6837\u53ef\u4ee5\u601d\u8003\u6216\u505a\u51fa\u5e38\u8bc6\u6027\u51b3\u5b9a\u3002\u73a9\u6e38\u620f\u7684AI\u5e76\u4e0d\u77e5\u9053\u81ea\u5df1\u5728\u73a9\u6e38\u620f\uff0c\u4e5f\u4e0d\u660e\u767d\u6e38\u620f\u662f\u4ec0\u4e48\u3002\u4f46\u662f\uff0c\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\u4eba\u5de5\u667a\u80fd\u6bd4\u4eba\u7c7b\u66f4\u806a\u660e\uff0c\u66f4\u5feb\uff0c\u7279\u522b\u662f\u5f53\u5b83\u53ef\u4ee5\u8bad\u7ec3\u53bb\u5b8c\u6210\u7279\u5b9a\u4efb\u52a1\u65f6\u3002\u4f46AI\u65e0\u6cd5\u5728\u6e38\u620f\u8fdb\u884c\u65f6\uff0c\u540c\u65f6\u53d1\u6325\u4e24\u65b9\u9762\u7684\u4f5c\u7528\uff1a\u77e5\u9053\u81ea\u5df1\u5728\u505a\u4ec0\u4e48\uff0c\u5206\u6790\u5bf9\u624b\u6b63\u5728\u8ba1\u5212\u4ec0\u4e48\u3002<\/p>\n

\"\"\u4e13\u5bb6\u4eec\u6e34\u671b\u4ece\u6251\u514b\u6e38\u620f\u4e2d\u83b7\u5f97\u66f4\u591a\uff0c\u8d8b\u4e8e\u65e0\u9650\u7684\u8ba1\u7b97\u91cf\uff0c\u4e0d\u65ad\u6f14\u8fdb\u7684\u8ba1\u7b97\u6a21\u578b\u3001\u901a\u8fc7\u4f20\u611f\u5668\u53bb\u8bfb\u53d6\u6bd4\u8d5b\u4e2d\u4eba\u7c7b\u7684\u8868\u60c5\u3001\u4f53\u6e29\u3001\u5fc3\u8df3\u53d8\u5316\u7b49\u60c5\u7eea\u53cd\u5e94\u80cc\u540e\u7684\u610f\u4e49\uff0c\u751a\u81f3\u8bf4\uff0c\u7528AI\u53bb\u6a21\u4eff\u5b66\u4e60\u4eba\u7c7b\u5728\u724c\u684c\u4e0a\u662f\u5982\u4f55\u201c\u6b3a\u9a97\u201d\u7684\u3002<\/p>\n

\u65e0\u9650\u5236\u5fb7\u5dde\u6251\u514b\u662f\u4fe1\u606f\u4e0d\u5b8c\u6574\u7684\u6e38\u620f\uff0c\u4eba\u5de5\u667a\u80fd\u5fc5\u987b\u63a8\u65ad\u4eba\u7c7b\u73a9\u5bb6\u7684\u610f\u56fe\uff0c\u7136\u540e\u4ee5\u6b64\u4e3a\u4f9d\u636e\u968f\u673a\u884c\u4e8b\u3002\u4ee5\u201cLibratus\u201d\u4e3a\u4ee3\u8868\u7684\u4e00\u7cfb\u5217\u6251\u514b\u9886\u57df\u4e2d\u7684\u8d85\u7ea7\u7a0b\u5e8f\uff0c\u5e0c\u671b\u5c06\u6251\u514b\u6e38\u620f\u62c6\u5206\u6210\u201c\u8ba1\u7b97\u53ef\u7ba1\u7406\u7684\u90e8\u5206\u201d+\u201c\u5b66\u4e60\u73a9\u6cd5\u4e2d\u9690\u85cf\u4e14\u4e0d\u53ef\u9884\u6d4b\u7684\u90e8\u5206\u201d\u3002<\/p>\n

\u8ba1\u7b97\u673a\u5177\u6709\u901f\u5ea6\uff0c\u8010\u529b\u548c\u5bf9\u4eba\u7c7b\u65e0\u6cd5\u83b7\u5f97\u7684\u5de8\u5927\u6570\u636e\u96c6\u7684\u8bbf\u95ee\u6743\u9650\u3002\u5728\u7b97\u724c\u90e8\u5206\uff0cAI\u7684\u8ba1\u7b97\u5904\u7406\u529f\u80fd\u62e5\u6709\u6781\u5927\u7684\u4f18\u52bf\u3002\u7814\u7a76\u4eba\u5458\u5e0c\u671b\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\uff0c\u5982\u81ea\u6211\u5bf9\u6297\u3001\u81ea\u6211\u5b66\u4e60\u6765\u6269\u5927\u8fd9\u4e00\u70b9\uff0c\u5e76\u6839\u636e\u5176\u5bf9\u624b\u7684\u6e38\u620f\u73a9\u6cd5\uff0c\u5728\u6bd4\u8d5b\u671f\u95f4\u4fee\u590d\u5176\u7b56\u7565\u4e2d\u7684\u6f5c\u5728\u5f31\u70b9\u3002<\/p>\n

\u6251\u514bAI\u662f\u4eba\u5de5\u667a\u80fd\u7684\u91cd\u8981\u91cc\u7a0b\u7891<\/strong><\/p>\n

\u5c3d\u7ba1\u76ee\u524d\u4e3a\u6b62\uff0c\u5177\u5907\u8d85\u7ea7\u6f14\u7b97\u80fd\u529b\u7684AI\u4e0d\u4f1a\u666e\u904d\u5b58\u5728\u3002\u4ee5\u201cLibratus\u201d\u4e3a\u4f8b\uff0c\u5b83\u9700\u8981\u4e09\u53f0\u8d85\u7ea7\u8ba1\u7b97\u673a\u624d\u80fd\u9a71\u52a8\u7528\u4e8e\u6218\u672f\u6539\u8fdb\uff0c\u540c\u65f6\u6700\u591a\u4e5f\u53ea\u80fd\u5e94\u5bf9\u4e24\u540d\u9009\u624b\uff0c\u907f\u514d\u724c\u684c\u4e0a\u975e\u5e38\u590d\u6742\u7684\u724c\u9762\u5bf9\u8bdd\u3002<\/p>\n

\u4f46\u5728\u6251\u514bAi\u9886\u57df\u53d6\u5f97\u7684\u4efb\u4f55\u6210\u679c\uff0c\u90fd\u4f1a\u5bf9\u4eba\u5de5\u667a\u80fd\u7684\u5f00\u53d1\u4ea7\u751f\u91cc\u7a0b\u7891\u610f\u4e49\u3002\u8fd9\u5df2\u662f\u5168\u7403AI\u5de5\u4f5c\u8005\u7684\u5171\u8bc6\u3002<\/p>\n

\"\"\u9690\u85cf\u4fe1\u606f\u5728\u73b0\u5b9e\u4e16\u754c\u7684\u6218\u7565\u4e92\u52a8\u4e2d\u65e0\u5904\u4e0d\u5728\uff0c\u5229\u7528\u4e0d\u5b8c\u6574\u7684\u4fe1\u606f\u6765\u89e3\u51b3\u73b0\u5b9e\u95ee\u9898\uff0c\u5c06\u6709\u52a9\u4e8e\u63a8\u52a8\u793e\u4f1a\u7684\u53d1\u5c55\uff0c\u800c\u4e0d\u4ec5\u9650\u4e8e\u6251\u514b\u6e38\u620f\u9886\u57df\u3002\u73a9\u6e38\u620f\u7684AI\u6b63\u5728\u63d0\u9192\u6211\u4eec\uff0c\u4eba\u5de5\u667a\u80fd\u5df2\u5f00\u59cb\u5728\u6211\u4eec\u7684\u751f\u6d3b\u4e2d\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u8fd8\u5c06\u5728\u672a\u6765\u65bd\u4ee5\u66f4\u591a\u7684\u53d8\u5316\u3002\u4e5f\u8bb8\u4eca\u5929\u7684\u6251\u514bAI\u5c31\u80fd\u79f0\u4e3a\u660e\u5929\u7684\u4e16\u754c\u5f15\u64ce\u3002<\/p>\n

\u76ee\u524d\uff0c\u5168\u7403\u7684\u7814\u7a76\u4eba\u5458\u6b63\u5411\u516d\u4eba\u5236\u65e0\u9650\u5236\u5fb7\u5dde\u6251\u514b\u5c55\u5f00\u6311\u6218\u3002<\/p>\n

\u672c\u6587\u6574\u7406\u3001\u7f16\u8bd1\u4e8e\u7f51\u7edc\u591a\u65b9\u62a5\u9053\u3002<\/p>\n

\u53c2\u8003\u8d44\u6599\uff1a
\nhttps:\/\/www.technologyreview.com\/s\/603385\/why-poker-is-a-big-deal-for-artificial-intelligence\/<\/a>
\nhttps:\/\/bigthink.com\/david-ryan-polgar\/poker-is-harder-for-ai-to-master-than-chess-ai-has-now-learned-to-bluff-and-beat-humans<\/a>
\nhttps:\/\/www.theguardian.com\/technology\/2017\/feb\/05\/artificial-intelligence-ethics-poker-libratus-texas-holdem-ai-deepstack<\/a>
\nhttps:\/\/www.entrepreneur.com\/article\/305299<\/a><\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

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