AI\u5f3a\u5316\u5b66\u4e60<\/h1>\n

\u5f3a\u5316\u5b66\u4e60\u8be6\u7ec6\u64cd\u4f5c\u6559\u7a0b<\/span>\n <\/div>\n

\n \u5728\u672c\u7ae0\u4e2d\uff0c\u60a8\u5c06\u8be6\u7ec6\u5b66\u4e60\u4f7f\u7528Python\u8fdb\u884cAI\u5f3a\u5316\u5b66\u4e60\u7684\u6982\u5ff5\u3002\n <\/div>\n

\u5f3a\u5316\u5b66\u4e60\u57fa\u7840<\/h2>\n

\n \u8fd9\u79cd\u7c7b\u578b\u7684\u5b66\u4e60\u88ab\u7528\u6765\u52a0\u5f3a\u6216\u52a0\u5f3a\u57fa\u4e8e\u8bc4\u8bba\u8005\u4fe1\u606f\u7684\u7f51\u7edc\u3002 \u4e5f\u5c31\u662f\u8bf4\uff0c\u5728\u5f3a\u5316\u5b66\u4e60\u4e0b\u8bad\u7ec3\u7684\u7f51\u7edc\u4ece\u73af\u5883\u4e2d\u83b7\u5f97\u4e00\u4e9b\u53cd\u9988\u3002 \u4f46\u662f\uff0c\u53cd\u9988\u662f\u8bc4\u4ef7\u6027\u7684\uff0c\u5e76\u4e14\u4e0d\u50cf\u76d1\u7763\u5f0f\u5b66\u4e60\u7684\u60c5\u51b5\u90a3\u6837\u5177\u6709\u542f\u53d1\u6027\u3002 \u57fa\u4e8e\u8fd9\u79cd\u53cd\u9988\uff0c\u7f51\u7edc\u5c06\u5bf9\u6743\u91cd\u8fdb\u884c\u8c03\u6574\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u8bc4\u8bba\u4fe1\u606f\u3002\n <\/div>\n

\n \u8fd9\u4e2a\u5b66\u4e60\u8fc7\u7a0b\u7c7b\u4f3c\u4e8e\u76d1\u7763\u5b66\u4e60\uff0c\u4f46\u6211\u4eec\u53ef\u80fd\u62e5\u6709\u7684\u4fe1\u606f\u975e\u5e38\u5c11\u3002 \u4e0b\u56fe\u7ed9\u51fa\u4e86\u5f3a\u5316\u5b66\u4e60\u7684\u6846\u56fe -\n <\/div>\n

\n $AI\u5f3a\u5316\u5b66\u4e60_https:\/\/bianchenghao6.com_\u3010\u4eba\u5de5\u667a\u80fd\u6559\u7a0b\u3011_\u7b2c1\u5f20$ \n <\/div>\n

\u6784\u5efa\u6a21\u5757:\u73af\u5883\u548c\u4ee3\u7406<\/h2>\n

\n \u73af\u5883\u548c\u4ee3\u7406\u662f\u4eba\u5de5\u667a\u80fd\u5f3a\u5316\u5b66\u4e60\u7684\u4e3b\u8981\u6784\u4ef6\u3002 \u672c\u8282\u8be6\u7ec6\u8ba8\u8bba\u5b83\u4eec -\n <\/div>\n

\n \u5a92\u4ecb\u4ee3\u7406<\/strong>\n <\/div>\n
\n \u4ee3\u7406\u5a92\u4ecb\u662f\u80fd\u591f\u901a\u8fc7\u4f20\u611f\u5668\u611f\u77e5\u5176\u73af\u5883\u5e76\u901a\u8fc7\u6548\u5e94\u5668\u4f5c\u7528\u4e8e\u8be5\u73af\u5883\u7684\u4efb\u4f55\u4e8b\u7269\u3002\n <\/div>\n
\u4eba\u7528\u5a92\u4ecb\u5177\u6709\u4e0e\u4f20\u611f\u5668\u5e73\u884c\u3002\u8bf8\u5982\u773c\u775b\uff0c\u8033\u6735\uff0c\u9f3b\u5b50\uff0c\u820c\u5934\u548c\u76ae\u80a4\u4e4b\u7c7b\u7684\u611f\u89c9\u5668\u5b98\u4ee5\u53ca\u7528\u4e8e\u6548\u5e94\u5668\u7684\u8bf8\u5982\u624b\uff0c\u817f\uff0c\u5634\u7b49\u5176\u4ed6\u5668\u5b98\u3002<\/span>
\n \u673a\u5668\u4eba\u5a92\u4ecb\u53d6\u4ee3\u4e86\u4f20\u611f\u5668\u7684\u6444\u50cf\u5934\u548c\u7ea2\u5916\u6d4b\u8ddd\u4eea\uff0c\u4ee5\u53ca\u5404\u79cd\u6548\u5e94\u5668\u7684\u9a6c\u8fbe\u548c\u6267\u884c\u5668\u3002<\/span>
\n \u8f6f\u4ef6\u5a92\u4ecb\u5df2\u5c06\u4f4d\u4e32\u7f16\u7801\u4e3a\u5176\u7a0b\u5e8f\u548c\u64cd\u4f5c\u3002<\/span> <\/p>\n
\n \u4ee3\u7406\u672f\u8bed<\/strong>\n <\/div>\n
\n \u4ee5\u4e0b\u672f\u8bed\u5728AI\u4e2d\u7684\u5f3a\u5316\u5b66\u4e60\u4e2d\u66f4\u9891\u7e41\u5730\u4f7f\u7528 -\n <\/div>\n
\u4ee3\u7406\u7684\u6027\u80fd\u6d4b\u91cf<\/strong> - \u8fd9\u662f\u51b3\u5b9a\u4ee3\u7406\u6210\u529f\u7a0b\u5ea6\u7684\u6807\u51c6\u3002<\/span>
\n \u4ee3\u7406\u7684\u884c\u4e3a<\/strong> - \u4ee3\u7406\u5728\u4efb\u4f55\u7ed9\u5b9a\u7684\u611f\u77e5\u987a\u5e8f\u4e4b\u540e\u6267\u884c\u7684\u884c\u4e3a\u3002<\/span>
\n \u611f\u77e5<\/strong> - \u5b83\u662f\u7279\u5b9a\u5b9e\u4f8b\u4e2d\u4ee3\u7406\u7684\u611f\u77e5\u8f93\u5165\u3002<\/span>
\n \u611f\u77e5\u5e8f\u5217<\/strong> - \u8fd9\u662f\u4ee3\u7406\u4eba\u8fc4\u4eca\u4e3a\u6b62\u6240\u4e86\u89e3\u7684\u6240\u6709\u5386\u53f2\u3002<\/span>
\n \u4ee3\u7406\u529f\u80fd<\/strong> - \u5b83\u662f\u4ece\u8bad\u793a\u5e8f\u5217\u5230\u52a8\u4f5c\u7684\u6620\u5c04\u3002<\/span> <\/p>\n
\n \u73af\u5883<\/strong>\u67d0\u4e9b\u7a0b\u5e8f\u5728\u5c40\u9650\u4e8e\u952e\u76d8\u8f93\u5165\uff0c\u6570\u636e\u5e93\uff0c\u8ba1\u7b97\u673a\u6587\u4ef6\u7cfb\u7edf\u548c\u5c4f\u5e55\u4e0a\u5b57\u7b26\u8f93\u51fa\u7684\u5b8c\u5168\u4eba\u9020\u73af\u5883\u4e2d\u8fd0\u884c\u3002\n <\/div>\n
\n \u76f8\u6bd4\u4e4b\u4e0b\uff0c\u4e00\u4e9b\u8f6f\u4ef6\u4ee3\u7406(\u5982\u8f6f\u4ef6\u673a\u5668\u4eba\u6216\u8f6f\u9a71)\u5b58\u5728\u4e8e\u4e30\u5bcc\u4e14\u65e0\u9650\u7684\u8f6f\u57df\u4e2d\u3002 \u6a21\u62df\u5668\u5177\u6709\u975e\u5e38\u8be6\u7ec6\u548c\u590d\u6742\u7684\u73af\u5883\u3002 \u8f6f\u4ef6\u4ee3\u7406\u9700\u8981\u5b9e\u65f6\u4ece\u591a\u79cd\u884c\u4e3a\u4e2d\u8fdb\u884c\u9009\u62e9\u3002\n <\/div>\n
\n \u4f8b\u5982\uff0c\u8bbe\u8ba1\u7528\u4e8e\u626b\u63cf\u987e\u5ba2\u7684\u5728\u7ebf\u504f\u597d\u5e76\u5411\u987e\u5ba2\u5c55\u793a\u6709\u8da3\u7269\u54c1\u7684\u8f6f\u5806\u53ef\u5728\u771f\u5b9e\u73af\u5883\u548c\u4eba\u5de5\u73af\u5883\u4e2d\u5de5\u4f5c\u3002\n <\/div>\n
\n \u73af\u5883\u5c5e\u6027<\/strong>\u5982\u4e0b\u6240\u8ff0\uff0c\u73af\u5883\u5177\u6709\u591a\u91cd\u5c5e\u6027 -\n <\/div>\n
\u79bb\u6563\/\u8fde\u7eed<\/strong> - \u5982\u679c\u73af\u5883\u7684\u6570\u91cf\u6709\u9650\u4e14\u622a\u7136\u4e0d\u540c\uff0c\u5219\u73af\u5883\u662f\u79bb\u6563\u7684\uff0c\u5426\u5219\u5b83\u662f\u8fde\u7eed\u7684\u3002 \u4f8b\u5982\uff0c\u8c61\u68cb\u662f\u4e00\u4e2a\u79bb\u6563\u7684\u73af\u5883\uff0c\u9a7e\u9a76\u662f\u4e00\u4e2a\u8fde\u7eed\u7684\u73af\u5883\u3002<\/span>
\n \u53ef\u89c2\u5bdf\/\u90e8\u5206\u53ef\u89c2\u5bdf<\/strong> - \u5982\u679c\u53ef\u4ee5\u4ece\u77e5\u89c9\u4e2d\u786e\u5b9a\u6bcf\u4e2a\u65f6\u95f4\u70b9\u73af\u5883\u7684\u5b8c\u6574\u72b6\u6001\uff0c\u5219\u53ef\u89c2\u5bdf\u5230; \u5426\u5219\u5b83\u53ea\u662f\u90e8\u5206\u53ef\u89c2\u5bdf\u7684\u3002<\/span>
\n \u9759\u6001\/\u52a8\u6001<\/strong> - \u5982\u679c\u73af\u5883\u5728\u4ee3\u7406\u6b63\u5728\u6267\u884c\u65f6\u6ca1\u6709\u6539\u53d8\uff0c\u90a3\u4e48\u5b83\u662f\u9759\u6001\u7684; \u5426\u5219\u5b83\u662f\u52a8\u6001\u7684\u3002<\/span>
\n \u5355\u4e2a\u4ee3\u7406\/\u591a\u4e2a\u4ee3\u7406<\/strong> - \u73af\u5883\u53ef\u80fd\u5305\u542b\u5176\u4ed6\u4ee3\u7406\uff0c\u8fd9\u4e9b\u4ee3\u7406\u53ef\u80fd\u4e0e\u4ee3\u7406\u7684\u7c7b\u578b\u76f8\u540c\u6216\u4e0d\u540c\u3002<\/span>
\n \u53ef\u8bbf\u95ee\/\u4e0d\u53ef\u8bbf\u95ee<\/strong> - \u5982\u679c\u4ee3\u7406\u7684\u4f20\u611f\u8bbe\u5907\u53ef\u4ee5\u8bbf\u95ee\u5b8c\u6574\u7684\u73af\u5883\u72b6\u6001\uff0c\u5219\u53ef\u4ee5\u8bbf\u95ee\u8be5\u4ee3\u7406\u7684\u73af\u5883; \u5426\u5219\u5b83\u662f\u65e0\u6cd5\u8bbf\u95ee\u7684\u3002<\/span>
\n \u786e\u5b9a\u6027\/\u975e\u786e\u5b9a\u6027<\/strong> - \u5982\u679c\u73af\u5883\u7684\u4e0b\u4e00\u4e2a\u72b6\u6001\u5b8c\u5168\u7531\u5f53\u524d\u72b6\u6001\u548c\u4ee3\u7406\u7684\u884c\u4e3a\u51b3\u5b9a\uff0c\u90a3\u4e48\u73af\u5883\u662f\u786e\u5b9a\u6027\u7684; \u5426\u5219\u5b83\u662f\u975e\u786e\u5b9a\u6027\u7684\u3002<\/span>
\n \u60c5\u8282\u5f0f\/\u975e\u60c5\u8282\u5f0f<\/strong> - \u5728\u60c5\u8282\u5316\u73af\u5883\u4e2d\uff0c\u6bcf\u4e2a\u60c5\u8282\u7531\u4ee3\u7406\u4eba\u611f\u77e5\u5e76\u7136\u540e\u884c\u52a8\u7ec4\u6210\u3002 \u5176\u884c\u52a8\u7684\u8d28\u91cf\u53d6\u51b3\u4e8e\u60c5\u8282\u672c\u8eab\u3002 \u968f\u540e\u7684\u5267\u96c6\u4e0d\u4f9d\u8d56\u4e8e\u524d\u51e0\u96c6\u4e2d\u7684\u52a8\u4f5c\u3002 \u60c5\u666f\u73af\u5883\u8981\u7b80\u5355\u5f97\u591a\uff0c\u56e0\u4e3a\u4ee3\u7406\u4eba\u4e0d\u9700\u8981\u63d0\u524d\u601d\u8003\u3002 $AI\u5f3a\u5316\u5b66\u4e60_https:\/\/bianchenghao6.com_\u3010\u4eba\u5de5\u667a\u80fd\u6559\u7a0b\u3011_\u7b2c2\u5f20$ <\/span> <\/p>\n
\u7528Python\u6784\u5efa\u73af\u5883<\/h2>\n
\n \u5bf9\u4e8e\u5efa\u8bbe\u5f3a\u5316\u5b66\u4e60\u4ee3\u7406\uff0c\u5c06\u4f7f\u7528OpenAI Gym\u8f6f\u4ef6\u5305\uff0c\u8be5\u8f6f\u4ef6\u5305\u53ef\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5 -\n <\/div>\n
\n
# Filename : example.py<\/span> # Copyright : 2020 By Lidihuo<\/span> # Author by : www.lidihuo.com<\/span> # Date : 2020-08-26<\/span> pip install gym <\/span><\/code><\/pre>\n<\/p><\/div>\n\n OpenAI\u5065\u8eab\u623f\u6709\u5404\u79cd\u5404\u6837\u7684\u73af\u5883\u53ef\u4ee5\u7528\u4e8e\u5404\u79cd\u76ee\u7684\u3002 \u5176\u4e2d\u5f88\u5c11\u662f:Cartpole-v0\uff0cHopper-v1\u548cMsPacman-v0\u3002 \u4ed6\u4eec\u9700\u8981\u4e0d\u540c\u7684\u5f15\u64ce\u3002 OpenAI Gym\u7684\u8be6\u7ec6\u6587\u6863\u53ef\u4ee5\u5728 \n https:\/\/gym.openai.com\/docs\/#environments \u627e\u5230\u3002\n <\/div>\n\n \u4ee5\u4e0b\u4ee3\u7801\u663e\u793a\u4e86cartpole-v0\u73af\u5883\u7684Python\u4ee3\u7801\u793a\u4f8b -\n <\/div>\n\n # Filename : example.py<\/span> # Copyright : 2020 By Lidihuo<\/span> # Author by : www.lidihuo.com<\/span> # Date : 2020-08-26<\/span> import <\/span>gym env = gym.make<\/span>('CartPole-v0'<\/span>) env.reset<\/span>() for <\/span><\/span>_ in <\/span>range(1000): env.render<\/span>() env.step<\/span>(env.action_space.sample<\/span>()) <\/span><\/code><\/pre>\n<\/p><\/div>\n\n \u60a8\u53ef\u4ee5\u7528\u7c7b\u4f3c\u7684\u65b9\u5f0f\u6784\u5efa\u5176\u4ed6\u73af\u5883\u3002\n <\/div>\n\u7528Python\u6784\u5efa\u4e00\u4e2a\u5b66\u4e60\u4ee3\u7406<\/h2>\n\n \u5bf9\u4e8e\u6784\u5efa\u5f3a\u5316\u5b66\u4e60\u4ee3\u7406\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u5982\u4e0b\u6240\u793a\u7684OpenAI Gym\u5305 -\n <\/div>\n\n # Filename : example.py<\/span> # Copyright : 2020 By Lidihuo<\/span> # Author by : www.lidihuo.com<\/span> # Date : 2020-08-26<\/span> import <\/span>gym env = gym.make<\/span>('CartPole-v0'<\/span>) for <\/span><\/span>_ in <\/span>range(20): observation = env.reset<\/span>() for <\/span><\/span>i in <\/span>range(100): env.render<\/span>() print(observation) action = env.action_space.sample<\/span>() observation, reward, done, info = env.step<\/span>(action) if <\/span>done: print(\"Episode finished after {} timesteps\"<\/span>.format<\/span>(i+1)) break<\/span> <\/span><\/code><\/pre>\n<\/p><\/div>\n\n \u89c2\u5bdf\u5c0f\u63a8\u8f66\u53ef\u4ee5\u5e73\u8861\u3002\n <\/div>\n\n \n <\/div>\n <\/body> \n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"AI\u5f3a\u5316\u5b66\u4e60zh-cn","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[137],"tags":[],"class_list":["post-1321","post","type-post","status-publish","format-standard","hentry","category-rgznjc1"],"_links":{"self":[{"href":"https:\/\/bianchenghao6.com\/wp-json\/wp\/v2\/posts\/1321"}],"collection":[{"href":"https:\/\/bianchenghao6.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bianchenghao6.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bianchenghao6.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bianchenghao6.com\/wp-json\/wp\/v2\/comments?post=1321"}],"version-history":[{"count":0,"href":"https:\/\/bianchenghao6.com\/wp-json\/wp\/v2\/posts\/1321\/revisions"}],"wp:attachment":[{"href":"https:\/\/bianchenghao6.com\/wp-json\/wp\/v2\/media?parent=1321"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bianchenghao6.com\/wp-json\/wp\/v2\/categories?post=1321"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bianchenghao6.com\/wp-json\/wp\/v2\/tags?post=1321"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}