{"id":3980,"date":"2018-12-23T16:51:00","date_gmt":"2018-12-23T08:51:00","guid":{"rendered":"http:\/\/www.yuntou8.com\/?p=3980"},"modified":"2018-12-23T16:51:00","modified_gmt":"2018-12-23T08:51:00","slug":"%e8%85%be%e8%ae%af%e7%8e%8b%e8%80%85%e8%8d%a3%e8%80%80ai%e8%ae%ba%e6%96%87%e9%a6%96%e6%ac%a1%e6%9b%9d%e5%85%89%ef%bc%9a%e4%ba%94ai%e7%8e%8b%e8%80%85%e5%b1%80%e5%bc%80%e9%bb%91%e4%b8%8e%e4%ba%ba","status":"publish","type":"post","link":"http:\/\/www.yuntou8.com\/?p=3980","title":{"rendered":"\u817e\u8baf\u738b\u8005\u8363\u8000AI\u8bba\u6587\u9996\u6b21\u66dd\u5149\uff1a\u4e94AI\u738b\u8005\u5c40\u5f00\u9ed1\u4e0e\u4eba\u7c7b\u6218\u961f\u6253\u6210\u5e73\u624b"},"content":{"rendered":"<p>\u73b0\u5728\u738b\u8005\u6bb5\u4f4d\u6c34\u51c6\u7684AI\u5df2\u7ecf\u51fa\u73b0\u4e86\uff0c\u5c31\u95ee\u4f60\u6015\u4e86\u6ca1\u3002 <\/p>\n<h5><\/h5>\n<p style=\"text-indent:2em\">\u738b\u8005\u5ce1\u8c37\u53ef\u80fd\u9a6c\u4e0a\u8981\u88abAI\u652f\u914d\u4e86\uff01<\/p>\n<p 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style=\"text-indent:2em\">\u5728\u5f00\u5c40\u524d10\u5206\u949f\uff0cAI\u6218\u961f\u6bd4\u4eba\u7c7b\u6218\u961f\u8981\u591a\u63a8\u63892.5\u4e2a\u5854\u300210\u5206\u949f\u4e4b\u540e\uff0c\u7531\u4e8e\u56e2\u6218\u80fd\u529b\u8f83\u5f31\uff0c\u53cc\u65b9\u7684\u63a8\u5854\u6570\u91cf\u9010\u6e10\u63a5\u8fd1\u3002\u8fd9\u4e2a\u7279\u70b9\u88ab\u817e\u8baf\u5f52\u7eb3\u4e3a\uff1aAI\u5728\u5b8f\u89c2\u6218\u7565\u7684\u5236\u8ba2\u65b9\u9762\uff0c\u5df2\u7ecf\u63a5\u8fd1\u751a\u81f3\u4f18\u4e8e\u4eba\u7c7b\u9ad8\u624b\u3002<\/p>\n<p style=\"text-align:center\">\n<h1>\u738b\u8005AI\u80cc\u540e\u7684\u7b97\u6cd5<br \/><\/h1>\n<p style=\"text-indent:2em\">AI\u903c\u5e73\u4eba\u7c7b\u738b\u8005\uff0c\u9760\u7684\u662f\u4ec0\u4e48\u624b\u6bb5\uff1f<\/p>\n<p style=\"text-indent:2em\">\u7b54\u6848\u662f\uff0c\u4e00\u4e2a\u57fa\u4e8e\u5b66\u4e60\u7684\u5206\u5c42\u5b8f\u89c2\u7b56\u7565\uff08Hierarchical Macro 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style=\"text-indent:2em\">\u6bd4\u5982\u8bf4\u4e0a\u56fe\u5c31\u4ee5\u97e9\u4fe1\u4e3a\u4f8b\uff0c\u5c55\u793a\u4e86\u6e38\u620f\u5f00\u5c40\u65f6\u82f1\u96c4\u8be5\u5f80\u54ea\u8d70\u3002\u5176\u4e2d\u5de6\u4fa7\u663e\u793a\u7684\u662f\u6e38\u620f\u5728\u521d\u59cb\u9636\u6bb5s-1\u65f6\u7684\u72b6\u6001\uff0c\u4e2d\u95f4\u548c\u53f3\u4fa7\u7ea2\u6846\u6807\u51fa\u7684ys\u3001ys+1\u663e\u793a\u7684\u662f\u97e9\u4fe1\u8fdb\u884c\u7b2c\u4e00\u3001\u4e8c\u6b21\u653b\u51fb\u7684\u4f4d\u7f6e\uff0c\u4e5f\u5c31\u662f\u4ed6\u5728s-1\u3001s\u4e24\u4e2a\u9636\u6bb5\u8be5\u53bb\u7684\u4f4d\u7f6e\u3002<\/p>\n<p style=\"text-indent:2em\">AI\u7684\u76ee\u6807\uff0c\u5c31\u662f\u5b66\u4f1a\u5728s-1\u9636\u6bb5\u8be5\u51c6\u5907\u53bby\u4f4d\u7f6e\uff0c\u5728s\u9636\u6bb5\u8be5\u53bbys+1\u4f4d\u7f6e\u3002<\/p>\n<p 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style=\"text-indent:2em\">\u60f3\u77e5\u9053\u6e38\u620f\u8fdb\u884c\u5230\u4e86\u524d\u671f\u3001\u5bf9\u7ebf\u671f\u8fd8\u662f\u540e\u671f\uff0c\u53ea\u9760\u65f6\u95f4\u5f53\u7136\u4e0d\u591f\u3002\u597d\u5728\u6e38\u620f\u91cc\u4e3b\u8981\u8d44\u6e90\u7684\u72b6\u51b5\u548c\u9636\u6bb5\u5bc6\u4e0d\u53ef\u5206\u3002\u6bd4\u5982\u8bf4\uff0c\u5982\u679c\u82f1\u96c4\u8fd8\u5728\u4ee5\u63a8\u5916\u5854\u6253\u66b4\u541b\uff08\u5c0f\u9f99\uff09\u4e3a\u76ee\u6807\uff0c\u90a3\u6e38\u620f\u4e00\u5b9a\u521a\u521a\u5f00\u5c40\uff1b\u5982\u679c\u6253\u5230\u4e86\u654c\u65b9\u5bb6\u91cc\uff0c\u90a3\u5f53\u7136\u662f\u540e\u671f\u4e86\u3002<\/p>\n<p style=\"text-indent:2em\">\u6240\u4ee5\uff0c\u6559AI\u5224\u65ad\u5c40\u52bf\uff0c\u6839\u636e\u7684\u4e5f\u662f\u5bf9\u654c\u65b9\u4e3b\u8981\u8d44\u6e90\u7684\u6253\u51fb\u72b6\u51b5\uff0c\u5305\u62ec\u5854\u3001\u66b4\u541b\u3001\u4e3b\u5bb0\uff08\u5927\u9f99\uff09\u548c\u6c34\u6676\uff08base\uff09\u3002<\/p>\n<p style=\"text-align:center\">\n<p style=\"text-indent:2em\">\u4e0a\u56fe\u663e\u793a\u7684\u5c31\u662f\u65f6\u671f\u5c42\u5173\u6ce8\u7684\u654c\u65b9\u4e3b\u8981\u8d44\u6e90\uff0c\u6a21\u578b\u8981\u4ece\u4e2d\u5b66\u4f1a\u7684\uff0c\u662f\u6839\u636e\u8d44\u6e90\u72b6\u51b5\u6765\u5224\u65ad\u73b0\u5728\u8be5\u6253\u51fb\u4ec0\u4e48\u4e3b\u8981\u8d44\u6e90\u4e86\uff0c\u5e76\u8fdb\u4e00\u6b65\u5224\u65ad\u8981\u5b8c\u6210\u54ea\u4e9b\u5c0f\u76ee\u6807\u3002<\/p>\n<p style=\"text-indent:2em\">\u6bd4\u5982\u4e0b\u56fe\u663e\u793a\u7684\u5077\u84ddbuff\uff08\u91ce\u602a\uff09\u3001\u6e05\u4e0b\u8def\u5175\u7ebf\uff0c\u5c31\u90fd\u662f\u63a8\u4e00\u5854\u8fd9\u4e2a\u65f6\u671f\u7684\u5c0f\u76ee\u6807\u3002<\/p>\n<p style=\"text-align:center\">\n<p style=\"text-indent:2em\">\u80fd\u5206\u6790\u5c40\u52bf\u3001\u786e\u5b9a\u76ee\u6807\uff0c\u8fd8\u77e5\u9053\u8be5\u5f80\u54ea\u513f\u8d70\uff0c\u5269\u4e0b\u7684\u5c31\u662f<strong>\u961f\u53cb\u4e4b\u95f4\u7684\u6c9f\u901a\u914d\u5408\u95ee\u9898<\/strong>\u4e86\u3002<\/p>\n<p style=\"text-indent:2em\">\u4e0d\u8fc7\u8981\u5b66\u6c9f\u901a\uff0c\u771f\u7684\u6ca1\u4ec0\u4e48\u4eba\u7c7b\u5bf9\u6218\u7684\u6570\u636e\u80fd\u62ff\u6765\u8bad\u7ec3\u3002\u6bd5\u7adf\u4eba\u7c7b\u961f\u53cb\u7684\u6c9f\u901a\u5145\u6ee1\u6028\u5ff5<\/p>\n<p style=\"text-indent:2em\">\u4e8e\u662f\uff0c\u817e\u8baf\u8bbe\u8ba1\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u8de8\u667a\u80fd\u4f53\u6c9f\u901a\u673a\u5236\uff0c\u7528\u961f\u53cb\u7684\u6ce8\u610f\u529b\u6807\u7b7e\u6765\u8bad\u7ec3AI\uff0c\u8ba9\u5b83\u5b66\u4f1a\u9884\u6d4b\u961f\u53cb\u8981\u5f80\u54ea\u8d70\uff0c\u5e76\u636e\u6b64\u505a\u51fa\u51b3\u7b56\u3002<\/p>\n<p style=\"text-indent:2em\">\u5c31\u8fd9\u6837\uff0c\u4e00\u652f\u961f\u4f0d\u4e2d\u76845\u4e2a\u667a\u80fd\u4f53\u5c31\u53ef\u4ee5\u534f\u4f5c\u4e86\uff0c\u4e5f\u7b97\u662f\u4e00\u79cd\u201c\u6c9f\u901a\u201d\u673a\u5236\u5427\u3002\u817e\u8baf\u79f0\u4e4b\u4e3a\u6a21\u4eff\u8de8\u667a\u80fd\u4f53\u6c9f\u901a\uff08Imitated Crossagents Communication\uff09\u3002<\/p>\n<h1>\u8bba\u6587<\/h1>\n<p style=\"text-indent:2em\">\u8fd9\u7bc7\u8bba\u6587\u540d\u4e3a\uff1a<\/p>\n<p style=\"text-indent:2em\"><strong>Hierarchical Macro Strategy Model for MOBA Game AI<\/strong><\/p>\n<p style=\"text-indent:2em\">\u5730\u5740\uff1a<\/p>\n<p style=\"text-indent:2em\">https:\/\/arxiv.org\/abs\/1812.07887v1<\/p>\n<p style=\"text-align:center\">\n<p style=\"text-indent:2em\">\u4f5c\u8005\uff1aBin Wu\u3001Qiang Fu\u3001Jing Liang\u3001Peng Qu\u3001Xiaoqian Li\u3001Liang Wang\u3001Wei Liu\u3001Wei Yang\u3001Yongsheng Liu\uff0c\u6765\u81ea\u817e\u8bafAI\u5b9e\u9a8c\u5ba4\u3002<\/p>\n<p style=\"text-indent:2em\">\u5173\u4e8e\u7b2c\u4e00\u4f5c\u8005Bin Wu\uff0c\u91cf\u5b50\u4f4d\u67e5\u4e86\u4e00\u4e0b\uff0c\u4ed6\u73b0\u5728\u662f\u817e\u8bafAI\u5b9e\u9a8c\u5ba4\u7684\u9ad8\u7ea7\u7814\u7a76\u5458\uff0c\u4e5f\u662f\u738b\u8005\u8363\u8000AI\u7b97\u6cd5\u8bbe\u8ba1\u548c\u5f00\u53d1\u7684\u6280\u672f\u8d1f\u8d23\u4eba\u3002<\/p>\n<p style=\"text-indent:2em\">\u6b64\u524d\uff0c\u4ed6\u8fd8\u8fd8\u662f\u817e\u8baf\u4e00\u4e2a\u91cf\u5316\u4ea4\u6613\u9879\u76ee\u7684\u6838\u5fc3\u6210\u5458\uff0c\u8d1f\u8d23\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u8bbe\u8ba1\u548c\u5f00\u53d1\u3002\u8fd9\u4e2a\u56e2\u961f\u641e\u7684\u6a21\u578b\uff0c\u5df2\u7ecf\u83b7\u53d6\u4e8670%\u7684\u51c0\u6536\u76ca\uff0c2017\u5e74\u5728A\u80a1\u5e02\u573a\u7684\u56de\u62a5\u7387\u4e3a5%\u3002<\/p>\n<p style=\"text-indent:2em\">\u516c\u5f00\u7684\u8d44\u6599\u663e\u793a\uff0cBin Wu\u4e8e2016\u5e7412\u6708\u52a0\u5165\u817e\u8baf\u81f3\u4eca\u3002\u6b64\u524d\uff0c\u4ed6\u66fe\u5728\u767e\u5ea6\u4f9b\u804c\u4e00\u5e74\uff0c\u8d1f\u8d23Duer\u76f8\u5173\u7684\u9879\u76ee\u3002<\/p>\n<p style=\"text-indent:2em\">2011\u5e74\uff0cBin Wu\u672c\u79d1\u6bd5\u4e1a\u4e8e\u4e0a\u6d77\u4ea4\u5927\uff0c2015\u5e74\u5728\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\u3002<\/p>\n<p> *\u672c\u6587\u4f5c\u8005\u590f\u4e59 \u95ee\u8015\uff0c\u7531\u65b0\u82bdNewSeed\u5408\u4f5c\u4f19\u4f34\u91cf\u5b50\u4f4d\u6388\u6743\u53d1\u5e03\uff0c\u8f6c\u8f7d\u8bf7\u8054\u7cfb\u539f\u51fa\u5904\u3002\u5982\u5185\u5bb9\u3001\u56fe\u7247\u6709\u4efb\u4f55\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u65b0\u82bdNewSeed\u5904\u7406\u3002 \u5206\u4eab\u957f\u5fae\u535a \u5206\u4eab\u5230\u5fae\u4fe1 \u738b\u8005\u8363\u8000 AI \u4eba\u5de5\u667a\u80fd \u817e\u8baf <\/p>\n<h4>\u76f8\u5173\u9886\u57df\u7684\u6295\u8d44\u4eba<\/h4>\n<ul>\n<li>\n<h3>\u6e05\u79d1\u521b\u6295-\u8c22\u96ea\u6021<\/h3>\n<p>\u6e05\u79d1\u521b\u6295<\/p>\n<p> \u6295\u8d44\u7ecf\u7406 <span>\u673a\u6784\u6295\u8d44\u4eba\u8ba4\u8bc1<\/span><\/p>\n<p> \u7ea6\u8c08 \u6295\u8d44\u9886\u57df\uff1a \u5927\u6d88\u8d39 \u65c5\u6e38 \u96f6\u552e \u751f\u6d3b\u670d\u52a1 \u9910\u996e \u670d\u9970\u7f8e\u5bb9 <\/li>\n<\/ul>\n<h3><span><\/span><\/h3>\n<ul>\n<li>\n<h3>\u5feb\u8baf|Versa\u83b7\u817e\u8baf\u6570\u5343\u4e07\u7f8e\u5143A\u8f6e\u878d\u8d44<\/h3>\n<p> <span>quinn<\/span> <span>\u00b7<\/span> <span>2018\/12\/21 11:53:00<\/span> Versa \u89c6\u89c9\u5f71\u50cf \u878d\u8d44 <\/li>\n<li>\n<h3>\u963f\u91cc\u5e03\u5c40\u65b0\u96f6\u552e\uff0c\u817e\u8baf\u8c0b\u5212\u4ea7\u4e1a\u4e92\u8054\u7f51\uff0cB\u7aef\u65f6\u4ee3\u7684\u51b3\u80dc\u70b9\u5728\u54ea\uff1f<\/h3>\n<p> <span>\u54c1\u9014\u5546\u4e1a\u8bc4\u8bba<\/span> <span>\u00b7<\/span> <span>2018\/12\/20 10:34:00<\/span> B\u7aef \u963f\u91cc \u817e\u8baf <\/li>\n<li>\n<h3>2018\u5e74\u5730\u56fe\u5927\u6218\uff1aAI\u5316\u7684\u767e\u5ea6\u5730\u56fe\uff0c\u91ce\u5fc3\u6491\u8d77\u7684\u65b0\u7eaa\u5143<\/h3>\n<p> <span>\u79d1\u6280\u5506\u9ebb<\/span> <span>\u00b7<\/span> <span>2018\/12\/20 10:12:00<\/span> \u5730\u56fe AI \u767e\u5ea6\u5730\u56fe <\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u73b0\u5728\u738b\u8005\u6bb5\u4f4d\u6c34\u51c6\u7684AI\u5df2\u7ecf\u51fa\u73b0\u4e86\uff0c\u5c31\u95ee\u4f60\u6015\u4e86\u6ca1\u3002 \u738b\u8005\u5ce1\u8c37\u53ef\u80fd\u9a6c\u4e0a\u8981\u88abAI\u652f\u914d\u4e86\uff01 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