{"id":8172,"date":"2021-05-18T13:51:15","date_gmt":"2021-05-18T05:51:15","guid":{"rendered":"http:\/\/www.zkpk.org\/?page_id=8172"},"modified":"2021-05-19T09:06:22","modified_gmt":"2021-05-19T01:06:22","slug":"qhxx","status":"publish","type":"page","link":"http:\/\/www.zkpk.org\/qhxx\/","title":{"rendered":"\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u5e94\u7528\u6848\u4f8b"},"content":{"rendered":"<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_1' class='avia-section alternate_color avia-section-default avia-no-shadow av-section-color-overlay-active avia-bg-style-scroll   av-minimum-height av-minimum-height-50 container_wrap sidebar_right' style = 'background-image: '  ><div class='av-section-color-overlay-wrap'><div class='av-section-color-overlay' style='opacity: 0.5; background-color: #000000; '><\/div><a href='#next-section' title='' class='scroll-down-link '  aria-hidden='true' data-av_icon='\ue877' data-av_iconfont='entypo-fontello'><\/a><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<div class=\"flex_column av_one_full  av-animated-generic bottom-to-top  flex_column_div av-zero-column-padding first  \" style='border-radius:0px; '><p><div style='padding-bottom:0px; color:#ffffff;font-size:40px;' class='av-special-heading av-special-heading-h3 custom-color-heading blockquote modern-quote modern-centered  av-inherit-size '><h3 class='av-special-heading-tag '  itemprop=\"headline\"  >\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u4e0e\u5e94\u7528\u6848\u4f8b<\/h3><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div style='padding-bottom:0px; color:#ffffff;font-size:22px;' class='av-special-heading av-special-heading-h5 custom-color-heading blockquote modern-quote modern-centered  av-inherit-size '><h5 class='av-special-heading-tag '  itemprop=\"headline\"  >2021\u5e747\u670826\u65e5-7\u670831\u65e5\uff0c\u9752\u6d77\u897f\u5b81<\/h5><div class='special-heading-border'><div class='special-heading-inner-border' style='border-color:#ffffff'><\/div><\/div><\/div><br \/>\n<div style=' margin-top:5px; margin-bottom:35px;'  class='hr hr-custom hr-center hr-icon-no  '><span class='hr-inner   inner-border-av-border-fat' style=' width:50px; border-color:#efbb20;' ><span class='hr-inner-style'><\/span><\/span><\/div><\/p><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><\/div><div id='after_section_1' class='main_color av_default_container_wrap container_wrap sidebar_right'   ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_2' class='avia-section main_color avia-section-default avia-no-border-styling avia-bg-style-scroll   av-minimum-height av-minimum-height-custom container_wrap sidebar_right' style = 'background-image: '  ><div class='container' style='height:500px'><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<div style='padding-bottom:0px; ' class='av-special-heading av-special-heading-h2  blockquote modern-quote modern-centered  '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >\u8bfe\u7a0b\u76ee\u6807<\/h2><div class ='av-subheading av-subheading_below  ' style='font-size:16px;'><p>\u5b9e\u73b0Gym\u3001Ray\u4eff\u771f\u73af\u5883\uff0c\u4f53\u9a8c\u5404\u7c7b\u5b9e\u9a8c<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div>\n<div style=' margin-top:5px; margin-bottom:35px;'  class='hr hr-custom hr-center hr-icon-no  '><span class='hr-inner   inner-border-av-border-fat' style=' width:300px; border-color:#efbb20;' ><span class='hr-inner-style'><\/span><\/span><\/div>\n<div class=\"flex_column av_one_full  av-animated-generic bottom-to-top  flex_column_div first  \" style='border-width:1px; border-color:#e1e1e1; border-style:solid; padding:20px; background-color:#fcfcfc; border-radius:0px; '><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p>1\u3001\u4e86\u89e3\u5f3a\u5316\u5b66\u4e60\u53d1\u5c55\u3002<\/p>\n<p>2\u3001\u638c\u63e1\u5355\u667a\u80fd\u4f53\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u3002<\/p>\n<p>3\u3001\u638c\u63e1\u591a\u667a\u80fd\u4f53\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u3002<\/p>\n<p>4\u3001\u638c\u63e1\u591a\u4efb\u52a1\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u3002<\/p>\n<p>5\u3001\u638c\u63e1\u5f3a\u5316\u5b66\u4e60\u5e94\u7528\u9886\u57dfGymRetro\u6e38\u620f\u5e73\u53f0\u3001\u673a\u5668\u4eba\u63a7\u5236\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3002<\/p>\n<p>6\u3001\u5b9e\u73b0Gym\u3001Ray\u4eff\u771f\u73af\u5883\u3002<\/p>\n<p>7\u3001\u5b9e\u9645\u4f53\u9a8cQLearning\u5b9e\u9a8c\u3001DQN\u5b9e\u9a8c\u3001DDPG\u5b9e\u9a8c\u3001SARSA\u5b9e\u9a8c\u3001Rainbow\u5b9e\u9a8c\u3001A3C\u5b9e\u9a8c\u3001PPO\u5b9e\u9a8c\u3002<\/p>\n<\/div><\/section><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_2' class='main_color av_default_container_wrap container_wrap sidebar_right'   ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_3' class='avia-section footer_color avia-section-default avia-no-border-styling avia-bg-style-scroll   av-minimum-height av-minimum-height-custom container_wrap sidebar_right' style = 'background-image: '  ><div class='container' style='height:500px'><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<div style='padding-bottom:0px; ' class='av-special-heading av-special-heading-h2  blockquote modern-quote modern-centered   '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >\u8bfe\u7a0b\u5927\u7eb2<\/h2><div class ='av-subheading av-subheading_below  ' style='font-size:16px;'><p>\u5b9e\u9a8c\u8bfe\u7a0b\u6ce8\u91cd\u4ee3\u7801\u5b9e\u8df5\uff0c\u66f4\u6ce8\u91cd\u843d\u5730\u5e94\u7528<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div>\n<div style=' margin-top:5px; margin-bottom:35px;'  class='hr hr-custom hr-center hr-icon-no  '><span class='hr-inner   inner-border-av-border-fat' style=' width:300px; border-color:#efbb20;' ><span class='hr-inner-style'><\/span><\/span><\/div>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><table>\n<tbody>\n<tr>\n<td colspan=\"4\" width=\"687\"><strong>\u6a21\u5757\u4e00\uff1a\u5f3a\u5316\u5b66\u4e60\u57fa\u7840<\/strong><\/td>\n<\/tr>\n<tr>\n<td colspan=\"3\" width=\"347\">1.1 \u5f3a\u5316\u5b66\u4e60\u7b80\u4ecb<\/p>\n<p>1.1.1 \u5f3a\u5316\u5b66\u4e60\u7684\u6982\u5ff5\u5185\u6db5<\/p>\n<p>1.1.2 \u5f3a\u5316\u5b66\u4e60\u7684\u53d1\u5c55\u5386\u53f2<\/p>\n<p>1.1.3 \u5f3a\u5316\u5b66\u4e60\u7684\u7b97\u6cd5\u5206\u7c7b<\/p>\n<p>1.1.4 \u5f3a\u5316\u5b66\u4e60\u7684\u57fa\u672c\u6982\u5ff5<\/p>\n<p>1.2 \u9a6c\u5c14\u79d1\u592b\u51b3\u7b56\u8fc7\u7a0b\uff08MDP\uff09<\/p>\n<p>1.2.1 MDP\u6982\u5ff5<\/p>\n<p>1.2.2 \u7b56\u7565\uff08Policy\uff09\u6982\u5ff5<\/p>\n<p>1.2.3 \u4ef7\u503c\u51fd\u6570\uff08Value Function\uff09\u6982\u5ff5<\/p>\n<p>1.2.4 \u6a21\u578b\uff08Model\uff09\u6982\u5ff5<\/p>\n<p>1.3 \u52a8\u6001\u89c4\u5212\u7b97\u6cd5\uff08DP\uff09<\/p>\n<p>1.3.1 \u52a8\u6001\u89c4\u5212\u6982\u5ff5<\/p>\n<p>1.3.2 \u7b56\u7565\u8fed\u4ee3\u65b9\u6cd5\uff08Policy Iteration\uff09<\/p>\n<p>1.3.3 \u4ef7\u503c\u8fed\u4ee3\u65b9\u6cd5\uff08Value Iteration\uff09<\/td>\n<td width=\"340\">1.4 \u8499\u7279\u5361\u6d1b\u7b97\u6cd5\uff08MC\uff09<\/p>\n<p>1.4.1 \u8499\u7279\u5361\u6d1b\u7b97\u6cd5\u6982\u5ff5<\/p>\n<p>1.4.2 \u63a2\u7d22\u4e0e\u5229\u7528<\/p>\n<p>1.4.3 \u591a\u81c2\u8001\u864e\u673a\u95ee\u9898<\/p>\n<p>1.5.2 MC\u3001TD\u3001DP\u7b97\u6cd5\u5bf9\u6bd4<\/p>\n<p>1.5 \u65f6\u5e8f\u5dee\u5206\u7b97\u6cd5\uff08TD\uff09<\/p>\n<p>1.5.1 \u65f6\u95f4\u5dee\u5206\u7b97\u6cd5\u6982\u5ff5<\/p>\n<p>1.6 Q\u5b66\u4e60\uff08Q-Learning\uff09<\/p>\n<p>1.6.1 Q-Learning\u7b97\u6cd5<\/p>\n<p>1.6.2 SARSA\u7b97\u6cd5<\/p>\n<p>1.6.3 Q-Learning\u4e0eSARSA<\/p>\n<p>1.7 \u7b56\u7565\u68af\u5ea6\u7b97\u6cd5\uff08Policy Gradient\uff09<\/p>\n<p>1.7.1 \u7b56\u7565\u68af\u5ea6\u7b97\u6cd5\uff08Policy Gradient\uff09<\/p>\n<p>1.8 \u884c\u52a8\u8005-\u8bc4\u8bba\u5bb6\u7b97\u6cd5\uff08A2C\uff09<\/p>\n<p>1.8.1 \u884c\u52a8\u8005-\u8bc4\u8bba\u5bb6\u7b97\u6cd5\uff08Actor-Critic\uff09<\/td>\n<\/tr>\n<tr>\n<td colspan=\"4\" width=\"687\"><strong>\u6a21\u5757\u4e8c\uff1a\u5355\u667a\u80fd\u4f53\u5f3a\u5316\u5b66\u4e60<\/strong><\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\" width=\"343\">2.1 DQN<\/p>\n<p>2.2 Double DQN<\/p>\n<p>2.3 Dueling DQN<\/p>\n<p>2.4 Distributional Q-function<\/p>\n<p>2.5 Noisy Net<\/td>\n<td colspan=\"2\" width=\"343\">2.6 Rainbow<\/p>\n<p>2.7 DDPG<\/p>\n<p>2.8 \u5f02\u6b65\u591a\u8fdb\u7a0bActor-critic\u7b97\u6cd5<\/p>\n<p>2.9 Proximal Policy Optimization<\/td>\n<\/tr>\n<tr>\n<td colspan=\"4\" width=\"687\"><strong>\u6a21\u5757\u4e09\u3001\u591a\u667a\u80fd\u4f53\u5f3a\u5316\u5b66\u4e60<\/strong><\/td>\n<\/tr>\n<tr>\n<td colspan=\"4\" width=\"687\">3.1 \u591a\u667a\u80fd\u4f53\u5f3a\u5316\u5b66\u4e60\u57fa\u7840<\/p>\n<p>3.1.1 \u591a\u667a\u80fd\u4f53\u5f3a\u5316\u5b66\u4e60<\/p>\n<p>3.1.2 \u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u53d1\u5c55\u5386\u53f2<\/p>\n<p>3.1.3 \u90e8\u5206\u53ef\u89c2\u5bdf\u9a6c\u5c14\u79d1\u592b\u51b3\u7b56\u8fc7\u7a0b<\/p>\n<p>3.2 \u57fa\u4e8e\u503c\u51fd\u6570\u7684\u591a\u667a\u80fd\u4f53\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60<\/p>\n<p>3.2.1 \u57fa\u4e8eDQN\u7684\u65e9\u8d77\u591a\u667a\u80fd\u4f53\u65b9\u6cd5<\/p>\n<p>3.2.2 \u534f\u540c\u591a\u667a\u80fd\u4f53\u5b66\u4e60\u7684\u4ef7\u503c\u5206\u89e3\u7f51\u7edc\uff08VDN\uff09<\/p>\n<p>3.2.3 \u5355\u8c03\u503c\u51fd\u6570\u5206\u89e3\uff08QMIX\uff09<\/p>\n<p>3.2.4 \u589e\u5f3a\u667a\u80fd\u4f53\u95f4\u5b66\u4e60\uff08RIAL\uff09<\/p>\n<p>3.3 \u57fa\u4e8e\u7b56\u7565\u7684\u591a\u667a\u80fd\u4f53\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\uff08MADDPG\uff09<\/td>\n<\/tr>\n<tr>\n<td colspan=\"4\" width=\"687\"><strong>\u6a21\u5757\u56db\u3001\u5f3a\u5316\u5b66\u4e60\u5e94\u7528<\/strong><\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\" width=\"343\">4.1 \u5f3a\u5316\u5b66\u4e60\u5728\u6e38\u620f\u5e73\u53f0\u4ecb\u7ecd<\/p>\n<p>4.1.1 Gym Retro\u6e38\u620f\u5e73\u53f0<\/p>\n<p>4.1.2 Atari 2600<\/p>\n<p>4.1.3 Mujoco<\/p>\n<p>4.1.4 Roboschool<\/p>\n<p>4.1.5 TORCS<\/p>\n<p>4.1.6 DMLab-30<\/p>\n<p>4.2\u5f3a\u5316\u5b66\u4e60\u5728\u673a\u5668\u4eba\u63a7\u5236\u65b9\u9762\u5e94\u7528<\/p>\n<p>4.2.1\u673a\u5668\u4eba\u5bfc\u822a<\/p>\n<p>4.2.2\u673a\u68b0\u81c2\u63a7\u5236<\/p>\n<p>4.2.3\u5bb6\u5ead\u670d\u52a1\u673a\u5668\u4eba<\/p>\n<p>4.2.4\u673a\u5668\u4eba\u89c6\u89c9<\/p>\n<p>4.2.3 \u673a\u5668\u4eba\u8db3\u7403<\/p>\n<p>4.3\u5f3a\u5316\u5b66\u4e60\u5728\u81ea\u52a8\u9a7e\u9a76\u65b9\u9762\u5e94\u7528<\/p>\n<p>4.3.1\u8def\u5f84\u4f18\u5316<\/td>\n<td colspan=\"2\" width=\"343\">4.3.2\u4ea4\u901a\u4fe1\u53f7\u706f\u63a7\u5236<\/p>\n<p>4.4 \u5f3a\u5316\u5b66\u4e60\u5728\u63a8\u8350\u65b9\u9762\u5e94\u7528<\/p>\n<p>4.4.1 \u5546\u54c1\u63a8\u8350<\/p>\n<p>4.4.2 \u5e7f\u544a\u63a8\u8350<\/p>\n<p>4.5 \u5f3a\u5316\u5b66\u4e60\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u65b9\u9762\u5e94\u7528<\/p>\n<p>4.5.1\u56fe\u50cf\u6807\u6ce8\u6846\u4f18\u5316<\/p>\n<p>4.5.2\u56fe\u50cf\u751f\u6210<\/p>\n<p>4.5.3\u4eba\u4f53\u59ff\u6001\u4f30\u8ba1<\/p>\n<p>4.5.4\u884c\u4e3a\u8bc6\u522b<\/p>\n<p>4.5.5\u76ee\u6807\u68c0\u6d4b<\/p>\n<p>4.5.6\u4eba\u8138\u56fe\u50cf\u8bed\u4e49\u5206\u5272<\/p>\n<p>4.6 \u5f3a\u5316\u5b66\u4e60\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u65b9\u9762\u5e94\u7528<\/p>\n<p>4.6.1\u5bf9\u8bdd\u751f\u6210<\/p>\n<p>4.6.2 \u81ea\u7136\u8bed\u8a00\u95ee\u9898\u751f\u6210<\/p>\n<p>4.6.3\u7f51\u7edc\u95ee\u7b54\u573a\u666f<\/td>\n<\/tr>\n<tr>\n<td colspan=\"4\" width=\"687\"><strong>\u6a21\u5757\u4e94\u3001\u4eff\u771f\u5b9e\u9a8c\u73af\u5883\u914d\u7f6e<\/strong><\/td>\n<\/tr>\n<tr>\n<td colspan=\"2\" width=\"343\">5.1 Ubuntu16.04\u73af\u5883\u914d\u7f6e<\/p>\n<p>5.1.1\u524d\u671f\u51c6\u5907<\/p>\n<p>5.1.2\u5b89\u88c5\u51c6\u5907<\/p>\n<p>5.1.3\u5b89\u88c5Anaconda3<\/p>\n<p>5.1.4 pytorch\u7684\u5b89\u88c5\u53ca\u914d\u7f6e<\/p>\n<p>5.2 python3\u57fa\u7840\u77e5\u8bc6<\/td>\n<td colspan=\"2\" width=\"343\">5.2.1 python\u5b89\u88c5\u4e0e\u4e0b\u8f7d<\/p>\n<p>5.2.2 python\u57fa\u7840\u8bed\u6cd5<\/p>\n<p>5.3 pytorch\u57fa\u7840\u77e5\u8bc6<\/p>\n<p>5.4 \u6df1\u5ea6\u5b66\u4e60\u57fa\u7840\u77e5\u8bc6<\/p>\n<p>5.5 \u795e\u7ecf\u7f51\u7edc\u4ecb\u7ecd<\/p>\n<p>5.6 \u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u57fa\u7840demo\u8bb2\u89e3<\/td>\n<\/tr>\n<tr>\n<td colspan=\"4\" width=\"687\"><strong>\u6a21\u5757\u516d\u3001\u5b9e\u64cd\u5b9e\u9a8c<\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"338\">6.1 Gym\u865a\u62df\u73af\u5883<\/p>\n<p>6.1.1 Gym\u865a\u62df\u73af\u5883\u5b89\u88c5<\/p>\n<p>6.1.2 Gym\u865a\u62df\u73af\u5883\u57fa\u7840\u77e5\u8bc6<\/p>\n<p>6.2 \u5229\u7528Q-learning\u7b97\u6cd5\u89e3\u51b3\u51fa\u79df\u8f66\u8c03\u5ea6\u95ee\u9898<\/p>\n<p>6.3.\u5229\u7528Q-learning\u89e3\u51b3\u201c\u5c0f\u8f66\u4e0a\u5c71\u201d\u95ee\u9898<\/p>\n<p>6.4 \u5229\u7528SARSA\u7b97\u6cd5\u89e3\u51b3\u51fa\u79df\u8f66\u8c03\u5ea6\u95ee\u9898<\/p>\n<p>6.5 \u5229\u7528DQN\u89e3\u51b3\u201c\u8f66-\u6746\u201d\u95ee\u9898<\/p>\n<p>6.6 \u5229\u7528DQN\u7b97\u6cd5\u8bad\u7ec3Flappy Bird\u6e38\u620f<\/p>\n<p>6.7 \u5229\u7528DQN\u7b97\u6cd5\u8bad\u7ec3\u201c\u592a\u7a7a\u4fb5\u7565\u8005\u201d\u6e38\u620f<\/td>\n<td colspan=\"3\" width=\"349\">6.8 \u5229\u7528Rainbow\u7b97\u6cd5\u8bad\u7ec3\u201c\u4e52\u4e53\u7403\u5bf9\u6218\u201d\u6e38\u620f<\/p>\n<p>6.9 \u5229\u7528Rainbow\u7b97\u6cd5\u8bad\u7ec3\u201c\u6253\u7816\u5757\u201d\u6e38\u620f<\/p>\n<p>6.10 \u5229\u7528DDPG\u7b97\u6cd5\u89e3\u51b3Pendulum\u95ee\u9898<\/p>\n<p>6.11 \u5229\u7528DDPG\u7b97\u6cd5\u5b9e\u73b0\u7b80\u5355\u7684\u673a\u68b0\u81c2\u63a7\u5236\u4efb\u52a1<\/p>\n<p>6.12 \u5229\u7528A3C\u7b97\u6cd5\u5728\u4eff\u771f\u8d5b\u9053\u4e0a\u8bad\u7ec3\u81ea\u52a8\u9a7e\u9a76\u8d5b\u8f66<\/p>\n<p>6.13 \u5229\u7528A3C\u7b97\u6cd5\u8bad\u7ec3\u201c\u4e52\u4e53\u7403\u5bf9\u6218\u201d\u6e38\u620f<\/p>\n<p>6.14 \u5229\u7528PPO\u7b97\u6cd5\u8bad\u7ec3\u201c\u5766\u514b\u5bf9\u6218\u201d\u95ee\u9898<\/p>\n<p>6.15 \u5229\u7528PPO\u7b97\u6cd5\u5728\u4eff\u771f\u7cfb\u7edf\u4e0a\u5b9e\u73b0\u201c\u6a21\u62df\u6708\u7403\u7740\u9646\u201d\u95ee\u9898<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div><\/section>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_3' class='main_color av_default_container_wrap container_wrap sidebar_right'   ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_4' class='avia-section main_color avia-section-default avia-shadow avia-bg-style-scroll   container_wrap sidebar_right' style = 'background-image: '  ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<div style='padding-bottom:0px; ' class='av-special-heading av-special-heading-h2  blockquote modern-quote modern-centered   '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >\u6848\u4f8b\u5b9e\u9a8c\u5c55\u793a<\/h2><div class ='av-subheading av-subheading_below  ' style='font-size:16px;'><p>\u8d60\u9001\u8bfe\u4ef6\u3001\u4ee3\u7801\u3001\u6570\u636e\u3001\u914d\u5957\u5b9e\u8df5\u624b\u518c<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div>\n<div style=' margin-top:5px; margin-bottom:35px;'  class='hr hr-custom hr-center hr-icon-no  '><span class='hr-inner   inner-border-av-border-fat' style=' width:300px; border-color:#efbb20;' ><span class='hr-inner-style'><\/span><\/span><\/div>\n<div class=\"flex_column av_one_half  no_margin flex_column_div av-zero-column-padding first  \" style='border-radius:0px; '><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-8175\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813788.png\" alt=\"\" width=\"304\" height=\"221\" srcset=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813788.png 304w, http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813788-300x218.png 300w\" sizes=\"(max-width: 304px) 100vw, 304px\" \/><\/p>\n<\/div><\/section><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-8177 aligncenter\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813793.png\" alt=\"\" width=\"305\" height=\"222\" srcset=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813793.png 305w, http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813793-300x218.png 300w\" sizes=\"(max-width: 305px) 100vw, 305px\" \/><\/p>\n<\/div><\/section><\/p><\/div><div class=\"flex_column av_one_half  no_margin flex_column_div   \" ><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-8176\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813790.png\" alt=\"\" width=\"305\" height=\"222\" srcset=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813790.png 305w, http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813790-300x218.png 300w\" sizes=\"(max-width: 305px) 100vw, 305px\" \/><\/p>\n<\/div><\/section><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-8178\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813795.png\" alt=\"\" width=\"305\" height=\"222\" srcset=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813795.png 305w, http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u666e\u5f00\u6570\u636e\u7b2c15\u5c4a\u5e08\u8d44\u73ed5\u5927\u4e13\u9898-\u9752\u6d77\u897f\u5b813795-300x218.png 300w\" sizes=\"(max-width: 305px) 100vw, 305px\" \/><\/p>\n<\/div><\/section><\/p><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_4' class='main_color av_default_container_wrap container_wrap sidebar_right'   ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_5' class='avia-section main_color avia-section-default avia-shadow avia-bg-style-scroll   container_wrap sidebar_right' style = 'background-image: '  ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<div style='padding-bottom:0px; ' class='av-special-heading av-special-heading-h2  blockquote modern-quote modern-centered   '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >\u5b9e\u529b\u4e13\u5bb6\u4e3b\u8bb2<\/h2><div class ='av-subheading av-subheading_below  ' style='font-size:16px;'><p>\u5386\u5c4a\u597d\u8bc4\u6700\u591a\u7684\u5b9e\u529b\u6d3e\u8bb2\u5e08<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div>\n<div style=' margin-top:5px; margin-bottom:35px;'  class='hr hr-custom hr-center hr-icon-no  '><span class='hr-inner   inner-border-av-border-fat' style=' width:300px; border-color:#efbb20;' ><span class='hr-inner-style'><\/span><\/span><\/div>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-8154 alignleft\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u5218\u8001\u5e08.jpg\" alt=\"\" width=\"158\" height=\"160\" \/><\/p>\n<h3><strong>\u5218\u9a70\u8001\u5e08<\/strong><\/h3>\n<p>\u5317\u4eac\u7406\u5de5\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u526f\u9662\u957f\uff0c\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u56fd\u5bb6\u4f18\u79c0\u9752\u5e74\u79d1\u5b66\u57fa\u91d1\u83b7\u5f97\u8005\uff0c\u82f1\u56fd\u5de5\u7a0b\u6280\u672f\u5b66\u4f1a\u4f1a\u58eb\u3001\u82f1\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u4f1a\u58eb\u3001\u4e2d\u56fd\u7535\u5b50\u5b66\u4f1a\u4f1a\u58eb\u3002\u5206\u522b\u4e8e\u6e05\u534e\u5927\u5b66\u548c\u82f1\u56fd\u5e1d\u56fd\u7406\u5de5\u5b66\u9662\u83b7\u5f97\u5b66\u58eb\u548c\u535a\u58eb\u5b66\u4f4d\uff0c\u66fe\u4efb\u7f8e\u56fdIBM T.J. Watson\u7814\u7a76\u4e2d\u5fc3\u548cIBM\u4e2d\u56fd\u7814\u7a76\u9662\u7814\u7a76\u4e3b\u7ba1\uff0c\u5e76\u5728\u5fb7\u56fd\u7535\u4fe1\u7814\u7a76\u603b\u9662\uff08\u67cf\u6797\uff09\u4efb\u535a\u58eb\u540e\u7814\u7a76\u5458\u3002\u7814\u7a76\u65b9\u5411\u4e3a\u667a\u80fd\u7269\u8054\u7f51\u4e0e\u5927\u6570\u636e\u6280\u672f\u3002\u73b0\u4efb\u56fd\u5bb6\u4fe1\u606f\u4ea7\u4e1a\u201c\u5341\u56db\u4e94\u201d\u89c4\u5212\u4e13\u5bb6\u987e\u95ee\u7ec4\u6210\u5458\u3001\u4e2d\u56fd\u7535\u5b50\u5b66\u4f1a\u7406\u4e8b\u3001\u7b2c\u56db\u5c4a\u5168\u56fd\u4fe1\u6807\u59d4\u6280\u672f\u59d4\u5458\u4f1a\u59d4\u5458\u7b49\u3001CCF\u9752\u5de5\u59d4\u6267\u59d4\/\u6770\u51fa\u4f1a\u5458\u3001IEEE Transactions on Network Science and Engineering\u7f16\u59d4\u7b49\u3002\u5e76\u83b7\u5f97\u7701\u90e8\u7ea7\u4e00\u7b49\u59561\u9879\u3001\u4e8c\u7b49\u59561\u9879\u3001\u4e09\u7b49\u59561\u9879\u3002\u51fa\u7248\u4e66\u7c4d\u300a\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u5b66\u672f\u524d\u6cbf\u4e0e\u5e94\u7528\u5b9e\u6218\u300b<\/p>\n<\/div><\/section>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_5' class='main_color av_default_container_wrap container_wrap sidebar_right'   ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_6' class='avia-section header_color avia-section-default avia-shadow avia-bg-style-scroll   container_wrap sidebar_right' style = 'background-image: '  ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<div style='padding-bottom:0px; ' class='av-special-heading av-special-heading-h2  blockquote modern-quote modern-centered   '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >\u9881\u53d1\u6743\u5a01\u8bc1\u4e66<\/h2><div class ='av-subheading av-subheading_below  ' style='font-size:16px;'><p>\u5de5\u4e1a\u548c\u4fe1\u606f\u5316\u90e8\u4eba\u624d\u4ea4\u6d41\u4e2d\u5fc3\u8bc1\u4e66<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div>\n<div style=' margin-top:5px; margin-bottom:35px;'  class='hr hr-custom hr-center hr-icon-no  '><span class='hr-inner   inner-border-av-border-fat' style=' width:300px; border-color:#efbb20;' ><span class='hr-inner-style'><\/span><\/span><\/div>\n<div class=\"flex_column av_one_third  flex_column_div first  \" ><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-5675\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2019\/04\/\u5de5\u4fe1\u90e8\u8bc1\u4e6611.jpg\" alt=\"\" width=\"400\" height=\"288\" srcset=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2019\/04\/\u5de5\u4fe1\u90e8\u8bc1\u4e6611.jpg 400w, http:\/\/www.zkpk.org\/wp-content\/uploads\/2019\/04\/\u5de5\u4fe1\u90e8\u8bc1\u4e6611-300x216.jpg 300w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/p>\n<h5 style=\"text-align: center;\">\u5de5\u4fe1\u90e8\u6388\u6743\u8bc1\u4e66<\/h5>\n<\/div><\/section><\/div><div class=\"flex_column av_one_third  flex_column_div   \" ><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-7804\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2020\/11\/\u5de5\u4fe1\u90e8\u8bc1\u4e661-1.jpg\" alt=\"\" width=\"400\" height=\"276\" srcset=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2020\/11\/\u5de5\u4fe1\u90e8\u8bc1\u4e661-1.jpg 400w, http:\/\/www.zkpk.org\/wp-content\/uploads\/2020\/11\/\u5de5\u4fe1\u90e8\u8bc1\u4e661-1-300x207.jpg 300w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/p>\n<h5 style=\"text-align: center;\">\u5de5\u4e1a\u548c\u4fe1\u606f\u5316\u4eba\u624d\u8bc1\u4e66\u5c01\u76ae<\/h5>\n<\/div><\/section><\/div><div class=\"flex_column av_one_third  flex_column_div   \" ><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-7796\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2020\/11\/\u5de5\u4fe1\u90e8\u8bc1\u4e662.jpg\" alt=\"\" width=\"400\" height=\"281\" srcset=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2020\/11\/\u5de5\u4fe1\u90e8\u8bc1\u4e662.jpg 400w, http:\/\/www.zkpk.org\/wp-content\/uploads\/2020\/11\/\u5de5\u4fe1\u90e8\u8bc1\u4e662-300x211.jpg 300w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/p>\n<h5 style=\"text-align: center;\">\u8bc1\u4e66\u6837\u672c<\/h5>\n<\/div><\/section><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_6' class='main_color av_default_container_wrap container_wrap sidebar_right'   ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_7' class='avia-section main_color avia-section-default avia-no-border-styling avia-bg-style-scroll   av-minimum-height av-minimum-height-custom container_wrap sidebar_right' style = 'background-image: '  ><div class='container' style='height:500px'><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<div style='padding-bottom:0px; ' class='av-special-heading av-special-heading-h2  blockquote modern-quote modern-centered   '><h2 class='av-special-heading-tag '  itemprop=\"headline\"  >\u62a5\u540d\u8be6\u60c5<\/h2><div class ='av-subheading av-subheading_below  ' style='font-size:16px;'><p>\u540d\u989d\u6709\u9650\uff0c\u8bf7\u63d0\u524d\u62a5\u540d\uff01<\/p>\n<\/div><div class='special-heading-border'><div class='special-heading-inner-border' ><\/div><\/div><\/div>\n<div style=' margin-top:5px; margin-bottom:35px;'  class='hr hr-custom hr-center hr-icon-no  '><span class='hr-inner   inner-border-av-border-fat' style=' width:300px; border-color:#efbb20;' ><span class='hr-inner-style'><\/span><\/span><\/div>\n<div class=\"flex_column av_one_half  flex_column_div av-zero-column-padding first  \" style='border-radius:0px; '><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><h3>\u62a5\u540d\u987b\u77e5<\/h3>\n<p>\u57f9\u8bad\u5bf9\u8c61\uff1a\u5168\u56fd\u9ad8\u6821\u3001\u9ad8\u804c\u8ba1\u7b97\u673a\u3001\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u76f8\u5173\u4e13\u4e1a\u4e00\u7ebf\u6388\u8bfe\u6559\u5e08\u3001\u5b9e\u9a8c\u6307\u5bfc\u6559\u5e08\u3001\u7814\u7a76\u751f\u7b49\u3002<\/p>\n<p>\u57f9\u8bad\u65f6\u95f4\uff1a2021\u67087\u670826\u65e5-7\u670831\u65e5\uff0c\u6bcf\u59299:00-17:00<\/p>\n<p>\u57f9\u8bad\u8d39\u7528\uff1a5500\u5143\uff08\u542b\u57f9\u8bad\u8d39\u3001\u6559\u6750\u8d39\u3001\u8d44\u6599\u8d39\u3001\u573a\u5730\u8d39\u3001\u5348\u9910\u8d39\uff08\u81ea\u52a9\u9910\uff09\u3001\u7b54\u8c22\u665a\u5bb4\u7b49\uff09<\/p>\n<\/div><\/section><\/div><div class=\"flex_column av_one_half  flex_column_div av-zero-column-padding   \" style='border-radius:0px; '><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><h3>\u9881\u53d1\u8bc1\u4e66<\/h3>\n<p>\u53c2\u52a0\u76f8\u5173\u57f9\u8bad\u5e76\u901a\u8fc7\u8003\u8bd5\u7684\u5b66\u5458\uff0c\u53ef\u4ee5\u83b7\u5f97\uff1a<\/p>\n<p>\u5de5\u4e1a\u548c\u4fe1\u606f\u5316\u90e8\u9881\u53d1\u300a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u300b\u8bc1\u4e66\u3002<\/p>\n<p>\u8be5\u8bc1\u4e66\u53ef\u5728\u5de5\u4fe1\u90e8\u76f8\u5173\u7f51\u7ad9\u67e5\u8be2\uff0c\u53ef\u4f5c\u4e3a\u80fd\u529b\u8bc4\u4ef7\u3001\u8003\u6838\u548c\u4efb\u804c\u7684\u91cd\u8981\u4f9d\u636e\u3002<\/p>\n<p>\u8003\u8bd5\u53ca\u8bc1\u4e66\u8d39\u7528\uff08\u53ef\u9009\uff09\uff1a500\u5143\/\u4eba\u3002<\/p>\n<\/div><\/section><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_7' class='main_color av_default_container_wrap container_wrap sidebar_right'   ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_8' class='avia-section header_color avia-section-large avia-shadow avia-bg-style-scroll   av-medium-hide av-small-hide av-mini-hide container_wrap sidebar_right' style = 'background-image: '  ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<div class=\"flex_column av_one_full  flex_column_div first  \" ><section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><h2 style=\"text-align: center;\">\u5e08\u8d44\u73ed\u7cbe\u5f69\u56de\u987e<\/h2>\n<\/div><\/section><br \/>\n<section class=\"av_textblock_section \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock  '   itemprop=\"text\" ><div class=\"av-special-heading av-special-heading-h2 blockquote modern-quote modern-centered avia-builder-el-58 el_before_av_hr avia-builder-el-first \">\n<div class=\"av-subheading av-subheading_below \">\n<p style=\"text-align: center;\">\u5df2\u8fde\u7eed\u4e3e\u529e14\u5c4a\uff0c\u53c2\u4e0e\u9ad8\u68211800\u6240\uff0c\u4eba\u65708000+<\/p>\n<\/div>\n<\/div>\n<\/div><\/section><br \/>\n<div  data-size='entry_without_sidebar'  data-lightbox_size='large'  data-animation='slide'  data-conditional_play=''  data-ids='4639,4638,4640'  data-video_counter='0'  data-autoplay='false'  data-bg_slider='false'  data-slide_height=''  data-handle='av_slideshow'  data-interval='3'  data-class=' '  data-css_id=''  data-scroll_down=''  data-control_layout='av-control-minimal av-control-minimal-dark'  data-custom_markup=''  data-perma_caption=''  data-autoplay_stopper=''  data-image_attachment=''  data-min_height='0px'  data-default-height='34.95867768595'  class='avia-slideshow avia-slideshow-1  av-control-minimal av-control-minimal-dark av-default-height-applied avia-slideshow-entry_without_sidebar av_slideshow   avia-slide-slider '  itemprop=\"ImageObject\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><ul class='avia-slideshow-inner ' style='padding-bottom: 35%;' ><li  class=' slide-1 ' ><div data-rel='slideshow-1' class='avia-slide-wrap '   ><div class=\"avia-caption av-slideshow-caption\"><div class=\"avia-inner-caption\"><h2  class='avia-caption-title '  itemprop=\"name\" >\u7b2c\u4e5d\u5c4a\u5168\u56fd\u9ad8\u6821\u6df1\u5ea6\u5b66\u4e60\u3001\u4eba\u5de5\u667a\u80fd\u3001\u533a\u5757\u94fe\u5e08\u8d44\u73ed<\/h2><\/div><\/div><img src='http:\/\/www.zkpk.org\/wp-content\/uploads\/2018\/12\/sz41.jpg' width='1000' height='350' title='sz41' alt=''  itemprop=\"thumbnailUrl\"   \/><\/div><\/li><li  class=' slide-2 ' ><div data-rel='slideshow-1' class='avia-slide-wrap '   ><div class=\"avia-caption av-slideshow-caption\"><div class=\"avia-inner-caption\"><h2  class='avia-caption-title '  itemprop=\"name\" >\u7b2c\u516b\u5c4a\u5168\u56fd\u9ad8\u6821\u6df1\u5ea6\u5b66\u4e60\u3001\u4eba\u5de5\u667a\u80fd\u3001\u5927\u6570\u636e\u5e08\u8d44\u73ed<\/h2><\/div><\/div><img src='http:\/\/www.zkpk.org\/wp-content\/uploads\/2018\/12\/sz31.jpg' width='1000' height='350' title='sz31' alt=''  itemprop=\"thumbnailUrl\"   \/><\/div><\/li><li  class=' slide-3 ' ><div data-rel='slideshow-1' class='avia-slide-wrap '   ><div class=\"avia-caption av-slideshow-caption\"><div class=\"avia-inner-caption\"><h2  class='avia-caption-title '  itemprop=\"name\" >\u7b2c\u4e03\u5c4a\u5168\u56fd\u9ad8\u6821\u5e08\u8d44\u73ed<\/h2><\/div><\/div><img src='http:\/\/www.zkpk.org\/wp-content\/uploads\/2018\/12\/sz212.jpg' width='1000' height='349' title='sz212' alt=''  itemprop=\"thumbnailUrl\"   \/><\/div><\/li><\/ul><div class='avia-slideshow-arrows avia-slideshow-controls'><a href='#prev' class='prev-slide' aria-hidden='true' data-av_icon='\ue87c' data-av_iconfont='entypo-fontello'>\u4e0a\u4e00\u9875<\/a><a href='#next' class='next-slide' aria-hidden='true' data-av_icon='\ue87d' data-av_iconfont='entypo-fontello'>\u4e0b\u4e00\u9875<\/a><\/div><div class='avia-slideshow-dots avia-slideshow-controls'><a href='#1' class='goto-slide active' >1<\/a><a href='#2' class='goto-slide ' >2<\/a><a href='#3' class='goto-slide ' >3<\/a><\/div><\/div><\/p><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_8' class='main_color av_default_container_wrap container_wrap sidebar_right'   ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_9' class='avia-section main_color avia-section-default avia-no-border-styling avia-bg-style-scroll   av-minimum-height av-minimum-height-custom container_wrap sidebar_right' style = 'background-image: '  ><div class='container' style='height:500px'><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper clearfix'>\n<div  data-autoplay='false'  data-interval='5'  data-animation='slide'  data-show_slide_delay='30'  class='avia-content-slider-element-container avia-content-slider-element-slider avia-content-slider avia-smallarrow-slider avia-content-slider-active avia-content-slider1 avia-content-slider-odd  ' ><div class='avia-smallarrow-slider-heading  no-content-slider-heading '><div class='new-special-heading'>&nbsp;<\/div><div class='avia-slideshow-arrows avia-slideshow-controls'><a href='#prev' class='prev-slide' aria-hidden='true' data-av_icon='\ue87c' data-av_iconfont='entypo-fontello'>\u4e0a\u4e00\u9875<\/a><a href='#next' class='next-slide' aria-hidden='true' data-av_icon='\ue87d' data-av_iconfont='entypo-fontello'>\u4e0b\u4e00\u9875<\/a><\/div><\/div><div class='avia-content-slider-inner'><div class='slide-entry-wrap'><section class='slide-entry flex_column post-entry slide-entry-overview slide-loop-1 slide-parity-odd  av_one_third first'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><h3 class='slide-entry-title entry-title'  itemprop=\"headline\" ><a href='http:\/\/www.zkpk.org\/qhxx\/'  target=\"_blank\"  title='\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u4e0e\u5e94\u7528\u6848\u4f8b'>\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u4e0e\u5e94\u7528\u6848\u4f8b<\/a><\/h3><div class='slide-entry-excerpt entry-content'  itemprop=\"text\" ><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-8154\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u5218\u8001\u5e08.jpg\" alt=\"\" width=\"158\" height=\"160\" \/><\/p>\n<p><span style=\"color: #000000;\">\u4e13\u5bb6<\/span>\uff1a\u5218\u9a70<\/p>\n<p><span style=\"color: #000000;\">\u65f6\u95f4<\/span>\uff1a2021\u5e747\u670826\u65e5-7\u670831\u65e5\u00a0 9:00-17:00<\/p>\n<p><span style=\"color: #000000;\">\u8bc1\u4e66<\/span>\uff1a\u300a\u4eba\u5de5\u667a\u80fd\u5de5\u7a0b\u5e08\u300b<\/p>\n<p><span style=\"color: #ff0000;\"><b>\u70ed\u95e8\u8bfe\u7a0b\uff0c\u540d\u989d\u6709\u9650\uff0c\u8bf7\u53ca\u65e9\u62a5\u540d<\/b><\/span><\/p>\n<div class='avia-button-wrap avia-button-left '><a href='http:\/\/www.zkpk.org\/qhxx\/'  class='avia-button   avia-icon_select-no avia-color-dark avia-size-medium avia-position-left '  target=\"_blank\"   ><span class='avia_iconbox_title' >\u67e5\u770b\u8be6\u60c5<\/span><\/a><\/div>\n<\/div><\/section><section class='slide-entry flex_column post-entry slide-entry-overview slide-loop-2 slide-parity-even  av_one_third '  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><h3 class='slide-entry-title entry-title'  itemprop=\"headline\" >Python\u6570\u636e\u91c7\u96c6\u3001\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/h3><div class='slide-entry-excerpt entry-content'  itemprop=\"text\" ><p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7779 alignnone\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2020\/11\/\u8463\u4ed8\u56fd.jpg\" alt=\"\" width=\"158\" height=\"160\" \/><\/p>\n<p><span style=\"color: #000000;\">\u4e13\u5bb6<\/span>\uff1a\u8463\u4ed8\u56fd<\/p>\n<p><span style=\"color: #000000;\">\u65f6\u95f4<\/span>\uff1a2021\u5e747\u670826\u65e5-8\u67081\u65e5\u00a0 9:00-17:00<\/p>\n<p><span style=\"color: #000000;\">\u8bc1\u4e66<\/span>\uff1a\u300aPython\u6570\u636e\u5206\u6790\u5de5\u7a0b\u5e08\u300b<\/p>\n<p><span style=\"color: #ff0000;\"><b>\u70ed\u95e8\u8bfe\u7a0b\uff0c\u540d\u989d\u6709\u9650\uff0c\u8bf7\u53ca\u65e9\u62a5\u540d<\/b><\/span><\/p>\n<div class='avia-button-wrap avia-button-left '><a href='http:\/\/www.zkpk.org\/2019python\/'  class='avia-button   avia-icon_select-no avia-color-dark avia-size-medium avia-position-left '  target=\"_blank\"   ><span class='avia_iconbox_title' >\u67e5\u770b\u8be6\u60c5<\/span><\/a><\/div>\n<\/div><\/section><section class='slide-entry flex_column post-entry slide-entry-overview slide-loop-3 slide-parity-odd  av_one_third '  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><h3 class='slide-entry-title entry-title'  itemprop=\"headline\" >\u8ba1\u7b97\u673a\u89c6\u89c9\u53ca\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u9879\u76ee\u5b9e\u6218<\/h3><div class='slide-entry-excerpt entry-content'  itemprop=\"text\" ><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-8155\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u5510\u5b87\u8fea.jpg\" alt=\"\" width=\"158\" height=\"160\" \/><\/p>\n<p><span style=\"color: #000000;\">\u4e13\u5bb6<\/span>\uff1a\u5510\u5b87\u8fea<\/p>\n<p><span style=\"color: #000000;\">\u65f6\u95f4<\/span>\uff1a2021\u5e747\u670826\u65e5-8\u67081\u65e5\u00a0 9:00-17:00<\/p>\n<p><span style=\"color: #000000;\">\u8bc1\u4e66<\/span>\uff1a\u300a\u8ba1\u7b97\u673a\u89c6\u89c9\u5de5\u7a0b\u5e08\u300b<\/p>\n<p><span style=\"color: #ff0000;\"><b>\u70ed\u95e8\u8bfe\u7a0b\uff0c\u540d\u989d\u6709\u9650\uff0c\u8bf7\u53ca\u65e9\u62a5\u540d<\/b><\/span><\/p>\n<div class='avia-button-wrap avia-button-left '><a href='http:\/\/www.zkpk.org\/jsjsj\/'  class='avia-button   avia-icon_select-no avia-color-dark avia-size-medium avia-position-left '  target=\"_blank\"   ><span class='avia_iconbox_title' >\u67e5\u770b\u8be6\u60c5<\/span><\/a><\/div>\n<\/div><\/section><\/div><div class='slide-entry-wrap'><section class='slide-entry flex_column post-entry slide-entry-overview slide-loop-4 slide-parity-odd  av_one_third first'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><h3 class='slide-entry-title entry-title'  itemprop=\"headline\" >NLP\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e94\u7528\u5b9e\u6218<\/h3><div class='slide-entry-excerpt entry-content'  itemprop=\"text\" ><p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-5353\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2019\/01\/\u4efb.png\" alt=\"\" width=\"162\" height=\"164\" srcset=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2019\/01\/\u4efb.png 162w, http:\/\/www.zkpk.org\/wp-content\/uploads\/2019\/01\/\u4efb-36x36.png 36w, http:\/\/www.zkpk.org\/wp-content\/uploads\/2019\/01\/\u4efb-120x120.png 120w\" sizes=\"(max-width: 162px) 100vw, 162px\" \/><\/p>\n<p><span style=\"color: #000000;\">\u4e13\u5bb6<\/span>\uff1a\u4efb\u5927\u52c7<\/p>\n<p><span style=\"color: #000000;\">\u65f6\u95f4<\/span>\uff1a2021\u5e747\u670826\u65e5-8\u67081\u65e5\u00a0 9:00-17:00<\/p>\n<p><span style=\"color: #000000;\">\u8bc1\u4e66<\/span>\uff1a\u300a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u7a0b\u5e08\u300b<\/p>\n<p><span style=\"color: #ff0000;\"><b>\u70ed\u95e8\u8bfe\u7a0b\uff0c\u540d\u989d\u6709\u9650\uff0c\u8bf7\u53ca\u65e9\u62a5\u540d<\/b><\/span><\/p>\n<div class='avia-button-wrap avia-button-left '><a href='http:\/\/www.zkpk.org\/nlp\/'  class='avia-button   avia-icon_select-no avia-color-dark avia-size-medium avia-position-left '  target=\"_blank\"   ><span class='avia_iconbox_title' >\u67e5\u770b\u8be6\u60c5<\/span><\/a><\/div>\n<\/div><\/section><section class='slide-entry flex_column post-entry slide-entry-overview slide-loop-5 slide-parity-even  post-entry-last  av_one_third '  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><h3 class='slide-entry-title entry-title'  itemprop=\"headline\" ><a href='http:\/\/www.zkpk.org\/2019-blockchain\/'  target=\"_blank\"  title='\u533a\u5757\u94fe\u57fa\u7840\u4e0e\u5e94\u7528\u5b9e\u6218'>\u533a\u5757\u94fe\u57fa\u7840\u4e0e\u5e94\u7528\u5b9e\u6218<\/a><\/h3><div class='slide-entry-excerpt entry-content'  itemprop=\"text\" ><p><span style=\"color: #000000;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-8156\" src=\"http:\/\/www.zkpk.org\/wp-content\/uploads\/2021\/05\/\u533a\u5757\u94fe\u8001\u5e08.jpg\" alt=\"\" width=\"158\" height=\"160\" \/><\/span><\/p>\n<p><span style=\"color: #000000;\">\u4e13\u5bb6<\/span>\uff1a\u4e8e\u8001\u5e08<\/p>\n<p><span style=\"color: #000000;\">\u65f6\u95f4<\/span>\uff1a2021\u5e747\u670826\u65e5-8\u67081\u65e5\u00a0 9:00-17:00<\/p>\n<p><span style=\"color: #000000;\">\u8bc1\u4e66<\/span>\uff1a\u300a\u533a\u5757\u94fe\u6280\u672f\u5de5\u7a0b\u5e08\u300b<\/p>\n<div class='avia-button-wrap avia-button-left '><a href='http:\/\/www.zkpk.org\/2019-blockchain\/'  class='avia-button   avia-icon_select-no avia-color-dark avia-size-medium avia-position-left '  target=\"_blank\"   ><span class='avia_iconbox_title' >\u67e5\u770b\u8be6\u60c5<\/span><\/a><\/div>\n<\/div><\/section><\/div><\/div><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_9' class='main_color av_default_container_wrap container_wrap sidebar_right'   ><div class='container' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-8172'><div class='entry-content-wrapper 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