【尊享】ZX009 – 强化学习论文会员 [15.2G]

本课程后续不再更新，截止时间为2021年1月中旬前全部内容

【尊享】ZX009 – 强化学习论文会员 [15.2G]

┣━━00.试看 [52.9M]
┃ ┣━━1.01-DQN-01-论文泛读开场白-1610725974.mp4 [19M]
┃ ┣━━2.01-DQN-02-研究背景及意义-1610725978.mp4 [22.4M]
┃ ┗━━3.01-DQN-03-背景知识补充-1610725982.mp4 [11.5M]
┣━━01.视频 [14.3G]
┃ ┣━━1.01-DQN-01-论文泛读开场白-1610725974.vep [19M]
┃ ┣━━2.01-DQN-02-研究背景及意义-1610725978.vep [22.4M]
┃ ┣━━3.01-DQN-03-背景知识补充-1610725982.vep [11.5M]
┃ ┣━━4.01-DQN-04-论文泛读-1610725988.vep [55.8M]
┃ ┣━━5.01-DQN-05-泛读总结及下节预告-1610725992.vep [7.3M]
┃ ┣━━6.01-DQN-06-论文精读开场白-1610725996.vep [12.1M]
┃ ┣━━7.01-DQN-07-论文模型-1610726000.vep [26.2M]
┃ ┣━━8.01-DQN-08-论文细节一 图像预处理-1610726005.vep [45.4M]
┃ ┣━━9.01DQN-09-论文细节二 ReplayBuffer-1610726011.vep [47.2M]
┃ ┣━━10.01-DQN-10-论文细节三 SemiGradientMethod-1610726015.vep [51.1M]
┃ ┣━━11.01-DQN-11-实验结果分析-1610726020.vep [45.2M]
┃ ┣━━12.01-DQN-12-论文精读总结-1610726024.vep [13.2M]
┃ ┣━━13.01-DQN-13-代码课整体介绍-1610726029.vep [33.3M]
┃ ┣━━14.01-DQN-14-gym介绍-1610726041.vep [178.7M]
┃ ┣━━15.01-DQN-15-图像预处理代码-1610726050.vep [89.3M]
┃ ┣━━16.01-DQN-16-DQN核心功能实现-1610726066.vep [198M]
┃ ┣━━17.01DQN-17-代码结构及实验结果分析-1610726079.vep [96.4M]
┃ ┣━━18.02-DQN改进-01-论文泛读开场白-1610726085.vep [56.3M]
┃ ┣━━19.02DQN改进-02-研究背景及意义-1610726089.vep [11.5M]
┃ ┣━━20.02-DQN改进-03-论文泛读-1610726110.vep [167.4M]
┃ ┣━━21.02-DQN改进-04-论文泛读总结及下节预告-1610726115.vep [8.8M]
┃ ┣━━22.02-DQN改进-05-论文网络结构-1610726119.vep [18.6M]
┃ ┣━━23.02-DQN改进-06-DDQN图表分析-1610726127.vep [118.5M]
┃ ┣━━24.02-DQN改进-07-DDQN总结-1610726135.vep [82.6M]
┃ ┣━━25.02-DQN改进-08-PrioritizedExperienceReplay01-1610726142.vep [74.8M]
┃ ┣━━26.02-DQN改进-09-PrioritizedExperienceReplay02.vep [202.1M]
┃ ┣━━27.02-10-PrioritizedExperienceReplay实验结果及DuelDQN.vep [114.3M]
┃ ┣━━28.02-DQN改进-11-下节预告-1610726192.vep [10.8M]
┃ ┣━━29.02DQN改进-12-代码课整体介绍.vep [86.4M]
┃ ┣━━30.02DQN改进-13-bisect包-1610726223.vep [24M]
┃ ┣━━31.02DQN改进-14-SumTree.vep [108.5M]
┃ ┣━━32.02-DQN改进-15-SumTree后续及DuelStructure-1610726238.vep [24.8M]
┃ ┣━━33.02-DQN改进-16-ReplayBuffer01.vep [95.2M]
┃ ┣━━34.02-DQN改进-17-ReplayBuffer02.vep [149.9M]
┃ ┣━━35.02-DQN改进-18-ReplayBuffer03.vep [125M]
┃ ┣━━36.02-DQN改进-19-代码总览及实验结果.vep [150.8M]
┃ ┣━━37.03C51-01-研究成果及意义.-1610726341.vep [24.4M]
┃ ┣━━38.03C51-02-背景知识补充01..vep [77.7M]
┃ ┣━━39.03C51-03-背景知识补充02..vep [25.2M]
┃ ┣━━40.03C51-04-论文泛读..vep [120.4M]
┃ ┣━━41.03C51-05-分布更新 BellmanEquation BellmanOperator.vep [55.2M]
┃ ┣━━42.03C51-06-BellmanOptimalOperator..vep [152.5M]
┃ ┣━━43.03C51-07-算法分析..vep [58M]
┃ ┣━━44.03C51-08-实验结果及分析..vep [154.4M]
┃ ┣━━45.03C51-09-引理2引理3证明.-1610726512.vep [18.2M]
┃ ┣━━46.03C51-10-引理1证明..vep [218.1M]
┃ ┣━━47.03C51-11-定理1证明..vep [301.4M]
┃ ┣━━48.03C51-12-其余理论部分及总结.vep [74.2M]
┃ ┣━━49.03C51-13-代码部分介绍..vep [39.5M]
┃ ┣━━50.03C51-14-算法部分结构一览.vep [58.5M]
┃ ┣━━51.03C51-15-分布更新单个样本..vep [160.7M]
┃ ┣━━52.03C51-16-MiniBatch分布更新..vep [147.1M]
┃ ┣━━53.03C51-17-Pytorch MiniBatch分布更新..vep [75.7M]
┃ ┣━━54.03C51-18-实验结果.vep.vep [47.5M]
┃ ┣━━55.QRDQN-01-01.vep.vep [23.3M]
┃ ┣━━56.QRDQN-01-02..vep [46.7M]
┃ ┣━━57.QRDQN-02-01..vep [52.3M]
┃ ┣━━58.QRDQN-02-02..vep [83.6M]
┃ ┣━━59.QRDQN-02-03..vep [105.7M]
┃ ┣━━60.QRDQN-02-04..vep [37.2M]
┃ ┣━━61.QRDQN-02-05..vep [312.5M]
┃ ┣━━62.QRDQN-02-06.-1610726880.vep [5.3M]
┃ ┣━━63.QRDQN-03-01.-1610726884.vep [11.8M]
┃ ┣━━64.QRDQN-03-02..vep [251.2M]
┃ ┣━━65.QRDQN-03-03..vep [107M]
┃ ┣━━66.05REINFORCE-01-开场白及研究背景介绍..vep [23.9M]
┃ ┣━━67.05REINFORCE-02-论文泛读..vep [30.8M]
┃ ┣━━68.05REINFORCE-03-背景知识补充..vep [25.3M]
┃ ┣━━69.05REINFORCE-04-下节预告.-1610727010.vep [5M]
┃ ┣━━70.05REINFORCE-05-论文定理理解..vep [236.2M]
┃ ┣━━71.05REINFORCE-06-算法核心思想..vep [96.1M]
┃ ┣━━72.05REINFORCE-07-核心定理证明..vep [233.4M]
┃ ┣━━73.05REINFORCE-08-下节预告.-1610727168.vep [5.6M]
┃ ┣━━74.05REINFORCE-09-代码部分结构..vep [19M]
┃ ┣━━75.05REINFORCE-10-网络结构设计..vep [101.9M]
┃ ┣━━76.05REINFORCE-11-数据处理..vep [29.6M]
┃ ┣━━77.05REINFORCE-12-主体循环..vep [56.3M]
┃ ┣━━78.05REINFORCE-13-代码结构..vep [131.3M]
┃ ┣━━79.05REINFORCE-14-运行结果分析..vep [148.4M]
┃ ┣━━80.06PPO-01-开场白..vep [18.6M]
┃ ┣━━81.06PPO-02-研究背景..vep [18.6M]
┃ ┣━━82.06PPO-03-论文泛读..vep [69.8M]
┃ ┣━━83.06PPO-04-本届回顾下节预告..vep [5.6M]
┃ ┣━━84.06PPO-05-论文精读结构介绍..vep [7.9M]
┃ ┣━━85.06PPO-06-Clipped Surrogate Loss..vep [59.7M]
┃ ┣━━86.06PPO-07-Adaptive KL..vep [54.4M]
┃ ┣━━87.06PPO-08-Advantage Function..vep [53.3M]
┃ ┣━━88.06PPO-09-算法分析..vep [67.9M]
┃ ┣━━89.06PPO-10-实验结果分析..vep [63.9M]
┃ ┣━━90.06PPO-11-本届回顾下节预告..vep [7.9M]
┃ ┣━━91.06PPO-12-代码部分结构..vep [23.8M]
┃ ┣━━92.06PPO-13-计算Loss Function..vep [113.5M]
┃ ┣━━93.06PPO-14-拓展到连续型action空间..vep [55.1M]
┃ ┣━━94.06PPO-15-代码结构..vep [94.1M]
┃ ┣━━95.06PPO-16-代码运行结果..vep [95.5M]
┃ ┣━━96.06PPO-17-算法之外的技巧..vep [85.9M]
┃ ┣━━97.07DDPG-01-开场白..vep [14.3M]
┃ ┣━━98.07DDPG-02-研究背景成果和意义..vep [6.1M]
┃ ┣━━99.07DDPG-03-背景知识补充.vep [5.2M]
┃ ┣━━100.07DDPG-04-论文泛读..vep [112.6M]
┃ ┣━━101.07DDPG-05-本届回顾下节预告..vep [5.8M]
┃ ┣━━102.07DDPG-06-论文精读结构..vep [8.2M]
┃ ┣━━103.07DDPG-07-从DQN到DDPG..vep [43.9M]
┃ ┣━━104.07DDPG-08-网络结构..vep [100.5M]
┃ ┣━━105.07DDPG-09-DDPG核心思想..vep [28.1M]
┃ ┣━━106.07DDPG-10-算法的其他细节..vep [49.8M]
┃ ┣━━107.07DDPG-11-算法总结..vep [8.5M]
┃ ┣━━108.07DDPG-12-代码部分结构..vep [8M]
┃ ┣━━109.07DDPG-13-网络结构及初始化..vep [104.2M]
┃ ┣━━110.07DDPG-14-BatchNorm的使用..vep [86.4M]
┃ ┣━━111.07DDPG-15-参数更新..vep [68.4M]
┃ ┣━━112.07DDPG-16-代码结构..vep [100.1M]
┃ ┣━━113.07DDPG-17-运行结果..vep [38.3M]
┃ ┣━━114.08TD3-01-论文泛读开场白..vep [8.9M]
┃ ┣━━115.08TD3-02-研究背景.vep [12.3M]
┃ ┣━━116.08TD3-03-背景知识..vep [11.4M]
┃ ┣━━117.08TD3-04-论文泛读..vep [86.5M]
┃ ┣━━118.08TD3-05-论文泛读总结..vep [4.7M]
┃ ┣━━119.08TD3-06-论文精读开场白..vep [4.4M]
┃ ┣━━120.08TD3-07-overestimation..vep [315.2M]
┃ ┣━━121.08TD3-08-variance..vep [186.6M]
┃ ┣━━122.08TD3-09-实验结果..vep [72.5M]
┃ ┣━━123.08TD3-10-论文总结..vep [8.2M]
┃ ┣━━124.08TD3-11-代码部分结构..vep [29.9M]
┃ ┣━━125.08TD3-12-更新Critic..vep [35.4M]
┃ ┣━━126.08TD3-13-更新Actor和代码结构..vep [61.5M]
┃ ┣━━127.08TD3-14-实验结果..vep [60.9M]
┃ ┣━━128.09SQL-01-论文泛读开场白..vep [17.3M]
┃ ┣━━129.09SQL-02-研究背景及成果..vep [91.6M]
┃ ┣━━130.09SQL-03-背景知识补充..vep [124.1M]
┃ ┣━━131.09SQL-04-论文泛读总结..vep [6M]
┃ ┣━━132.09SQL-05-论文精读开场白..vep [8.5M]
┃ ┣━━133.09SQL-06-核心思想..vep [25.5M]
┃ ┣━━134.09SQL-07-理论基础..vep [47.9M]
┃ ┣━━135.09SQL-08-算法细节..vep [137.9M]
┃ ┣━━136.09SQL-09-实验结果分析..vep [105M]
┃ ┣━━137.09SQL-10-理论证明..vep [118.9M]
┃ ┣━━138.09SQL-11-论文精读总结..vep [6.2M]
┃ ┣━━139.09SQL-12-代码部分结构..vep [5.3M]
┃ ┣━━140.09SQL-13-Pytorch的手动链式法则求导..vep [58.2M]
┃ ┣━━141.09SQL-14-离散情况细节..vep [43.4M]
┃ ┣━━142.09SQL-15-连续情况细节..vep [66.4M]
┃ ┣━━143.09SQL-16-代码结构..vep [34.3M]
┃ ┣━━144.09SQL-17-调参结果..vep [44M]
┃ ┣━━145.10SAC-01-论文泛读开场白..vep [10.8M]
┃ ┣━━146.10SAC-02-研究背景..vep [9M]
┃ ┣━━147.10SAC-03-论文泛读..vep [86.3M]
┃ ┣━━148.10SAC-04-论文泛读总结..vep [3.7M]
┃ ┣━━149.10SAC-05-论文精读开场白..vep [10.5M]
┃ ┣━━150.10SAC-06-核心思想..vep [47.4M]
┃ ┣━━151.10SAC-07-主要算法..vep [70.3M]
┃ ┣━━152.10SAC-08实验结果..vep [21.3M]
┃ ┣━━153.10SAC-09-理论证明..vep [26.1M]
┃ ┣━━154.10SAC-10-论文精读总结..vep [10.1M]
┃ ┣━━155.10SAC-11-算法细节..vep [24.6M]
┃ ┣━━156.10SAC-12-代码结构及调参结果..vep [49M]
┃ ┣━━157.AdvancedValueMethods-01-论文泛读开场白..vep [20.7M]
┃ ┣━━158.AdvancedValueMethods-02-背景知识补充..vep [24.8M]
┃ ┣━━159.AdvancedValueMethods-03-Rainbow泛读..vep [55.4M]
┃ ┣━━160.AdvancedValueMethods-04-D4PG泛读..vep [95M]
┃ ┣━━161.AdvancedValueMethods-05-A3C泛读..vep [91.7M]
┃ ┣━━162.AdvancedValueMethods-06-IMPALA泛读..vep [84.4M]
┃ ┣━━163.AdvancedValueMethods-07-论文泛读总结..vep [4.1M]
┃ ┣━━164.AdvancedValueMethods-08-论文精读开场白..vep [7.5M]
┃ ┣━━165.AdvancedValueMethods-09-Rainbow..vep [304.5M]
┃ ┣━━166.AdvancedValueMethods-10-D4PG..vep [249M]
┃ ┣━━167.AdvancedValueMethods-11-A3C..vep [328.6M]
┃ ┣━━168.AdvancedValueMethods-12-IMPALA..vep [371.3M]
┃ ┣━━169.AdvancedValueMethods-13-总结..vep [4.6M]
┃ ┣━━170.12-IntrinsicMotivation-01-论文泛读开场白..vep [12M]
┃ ┣━━171.12-IntrinsicMotivation-02-ICM泛读..vep [88.8M]
┃ ┣━━172.12-IntrinsicMotivation-03-CuriosityStudy泛读..vep [76.8M]
┃ ┣━━173.12-IntrinsicMotivation-04-VIME泛读..vep [62.9M]
┃ ┣━━174.12-IntrinsicMotivation-05-VIC泛读..vep [48.3M]
┃ ┣━━175.12-IntrinsicMotivation-06-DIAYN泛读..vep [83.8M]
┃ ┣━━176.12-IntrinsicMotivation-07-SMM泛读..vep [61.3M]
┃ ┣━━177.12-IntrinsicMotivation-08-EDL泛读.vep.vep [98.7M]
┃ ┣━━178.12-IntrinsicMotivation-09-泛读总结及下节预告..vep [3.5M]
┃ ┣━━179.12-IntrinsicMotivation-10-论文精读开场白..vep [5.2M]
┃ ┣━━180.12-IntrinsicMotivation-11-ICM精读..vep [291.4M]
┃ ┣━━181.12-IntrinsicMotivation-12-CuriosityStudy精读.vep [241.6M]
┃ ┣━━182.12-IntrinsicMotivation-13-VIME精读..vep [169.1M]
┃ ┣━━183.12-IntrinsicMotivation-14-VIC精读..vep [236.6M]
┃ ┣━━184.12-IntrinsicMotivation-15-DIAYN精读..vep [301.4M]
┃ ┣━━185.12-IntrinsicMotivation-16-SMM精读..vep [433.8M]
┃ ┣━━186.12-IntrinsicMotivation-17-EDL精读..vep [269.4M]
┃ ┣━━187.12-IntrinsicMotivation-18-论文总结..vep [13.7M]
┃ ┗━━188.12-IntrinsicMotivation-19-结尾语..vep [7.1M]
┗━━02.课件代码.zip [950.7M]

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