{"id":27873,"date":"2023-09-26T12:34:23","date_gmt":"2023-12-22T20:58:18","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e7%8e%af%e5%a2%83%e5%ba%93%e6%b8%85%e5%8d%95\/"},"modified":"2025-08-12T05:05:56","modified_gmt":"2025-08-11T21:05:56","slug":"%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e7%8e%af%e5%a2%83%e5%ba%93%e6%b8%85%e5%8d%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e7%8e%af%e5%a2%83%e5%ba%93%e6%b8%85%e5%8d%95\/","title":{"rendered":"\u5f3a\u5316\u5b66\u4e60\u73af\u5883\u5e93\u6e05\u5355"},"content":{"rendered":"

\u56e0\u4e3a\u6211\u4e4b\u524d\u89c1\u95fb\u8fc7\u5f88\u591a\u4e8b\u60c5\uff0c\u53ef\u80fd\u6709\u4e9b\u5df2\u7ecf\u5fd8\u8bb0\uff08\u6216\u8005\u5df2\u7ecf\u5fd8\u8bb0\u4e86\u4e00\u4e9b\uff09\uff0c\u6240\u4ee5\u6211\u4f1a\u5c06\u5b83\u4eec\u4f5c\u4e3a\u5907\u5fd8\u5f55\u7559\u4e0b\u6765\u3002
\n\u6211\u8003\u8651\u4ee5\u540e\u4e5f\u4f1a\u5728\u8fd9\u91cc\u8bb0\u5f55\u4e0b\u6765\u3002\u5982\u679c\u5927\u5bb6\u77e5\u9053\u5176\u4ed6\u6709\u8da3\u7684\u73af\u5883\uff0c\u8bf7\u544a\u8bc9\u6211\u3002
\n\u8865\u5145\uff1a\u5982\u679c\u6570\u91cf\u589e\u52a0\u7684\u8bdd\uff0c\u4e5f\u8bb8\u5e94\u8be5\u8fdb\u884c\u5206\u7c7b…<\/p>\n

\u6253\u5f00OpenAIgym<\/h2>\n
\"\"<\/div>\n

 <\/p>\n

\u590d\u53e4<\/h2>\n
\"image.png\"<\/div>\n

 <\/p>\n

pybullet<\/h2>\n
\"\"<\/div>\n

 <\/p>\n

\u5f20\u91cf\u4ea4\u6613<\/h2>\n
\"\"<\/div>\n

 <\/p>\n

OpenSpiel<\/h2>\n

\u684c\u4e0a\u6e38\u620f\u7684\u73af\u5883<\/p>\n

 <\/p>\n

ns3-gym \u7684\u4e2d\u6587\u91ca\u4e49\u662f\u4ec0\u4e48\uff1f<\/h2>\n

\u7f51\u7edc\u73af\u5883<\/p>\n

 <\/p>\n

\u9510\u53ef\u5065\u8eab\u9986<\/h2>\n

\u73af\u5883\u7684\u63a8\u8350<\/p>\n

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\u9a6c\u5c14\u9ed8<\/h2>\n

\u6211\u7684\u4e16\u754c\u7684\u73af\u5883<\/p>\n

 <\/p>\n

\u6211\u7684RL<\/h2>\n

Minecraft\u7684\u73af\u5883\u3002\u4e3aMalmo\u51c6\u5907\u4e86\u4efb\u52a1\u7684\u73af\u5883\uff08\u4e00\u6837\u7684\uff09\u3002<\/p>\n

 <\/p>\n

\u63a7\u5236dm<\/h2>\n

\u4f7f\u7528\u7269\u7406\u6a21\u62df\u5668\u7684\u73af\u5883\u3002<\/p>\n

 <\/p>\n

\u6b27\u5e08\u6ee1\u4eba\u529b\u8d44\u6e90<\/h2>\n
\"\"<\/div>\n

 <\/p>\n

\u5065\u8eab\u623f-\u8d85\u7ea7\u9a6c\u91cc\u5965-\u5065\u8eab\u623f<\/h2>\n
\"\"<\/div>\n

 <\/p>\n

ai-safety-gridworld<\/h2>\n

\u5b89\u5168\u5f37\u5316\u5b78\u7fd2\u74b0\u5883\u4f7f\u7528<\/p>\n

 <\/p>\n

\u5b9e\u9a8c\u5ba4<\/h2>\n
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pysc2:\u661f\u9645\u4e89\u9738\u2161\u4eba\u5de5\u667a\u80fdAPI\u3002<\/h2>\n
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\u82b1\u706b<\/h2>\n

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 <\/p>\n

Multi-agent-emergent-environments<\/h2>\n
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VizDoom \u53ef\u89c6\u5316\u6bc1\u706d<\/h2>\n
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 <\/p>\n

AirSim\u7a7a\u4e2d\u6a21\u62df<\/h2>\n
\"\"<\/div>\n

 <\/p>\n

\u8db3\u7403<\/h2>\n
\"\"<\/div>\n

 <\/p>\n

Unity ML-agents\uff1a\u7edf\u4e00\u673a\u5668\u5b66\u4e60\u4ee3\u7406<\/h2>\n
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 <\/p>\n

\u969c\u788d\u5854<\/h2>\n
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 <\/p>\n

\u5df4\u514b\u65af<\/h2>\n

\u5feb\u901f\u7684\u7269\u7406\u6a21\u62df\u5668<\/p>\n

\"\"<\/div>\n

 <\/p>\n

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 <\/p>\n

\u5b9c\u5bb6\u5bb6\u5c45\u5bb6\u5177\u7ec4\u88c5\u73af\u5883<\/h2>\n
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 <\/p>\n

\u673a\u5668\u4eba\u5957\u4ef6<\/h2>\n
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ai2thor<\/h2>\n
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 <\/p>\n

iGibson\u662f\u4e00\u4e2a\u9009\u62e9\u7684\u6e38\u620f\u3002<\/h2>\n

\u5ba4\u5185\u5bfc\u822a\u4efb\u52a1<\/p>\n

\"\"<\/div>\n

 <\/p>\n

\u5361\u62c9<\/h2>\n

\u81ea\u52a8\u9a7e\u9a76<\/p>\n

\"\"<\/div>\n

 <\/p>\n

DeepGTAV v2\uff1a\u6df1\u5ea6GTAV\u7248\u672c2<\/h2>\n

\u5c06GTA V(\u4fa0\u76d7\u730e\u8f66\u624b)\u4f5c\u4e3a\u81ea\u52a8\u9a7e\u9a76\u7814\u7a76\u7684\u73af\u5883\u63d2\u4ef6\u3002<\/p>\n

\"\"<\/div>\n

 <\/p>\n

\u8f85\u52a9\u5065\u8eab\u9986<\/h2>\n

\u5bfe\u4eba\u30ed\u30dc\u30c3\u30c8\u306e\u74b0\u5883<\/p>\n

\"\"<\/div>\n

 <\/p>\n

\u5c0f\u578b\u7535\u7f51<\/h2>\n
\"\"<\/div>\n

 <\/p>\n

Third-Party Environments\uff08\u8ffd\u8a18\uff09<\/h2>\n

OpenAI gym\u7684\u7b2c\u4e09\u65b9\u73af\u5883\u94fe\u63a5\u96c6\u5408<\/p>\n

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

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