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  • 文件大小:2GB
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文件列表

  1. 14 Playing with the AI/073 Watching our AI play Doom.mp4 155MB
  2. 18 Building an AI/097 Breakout - Step 15.mp4 91MB
  3. 09 Playing with the AI/048 Self Driving Car - Level 4.mp4 70MB
  4. 06 Installation for Part 1/024 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4 55MB
  5. 03 Q-Learning Intuition/014 Q-Learning Visualization.mp4 50MB
  6. 13 Building an AI/072 Doom - Step 17.mp4 46MB
  7. 07 Creating the environment/030 Self Driving Car - Step 2.mp4 44MB
  8. 20 Annex 2 Convolutional Neural Networks/113 Step 4 - Full Connection.mp4 40MB
  9. 16 A3C Intuition/076 The three As in A3C.mp4 39MB
  10. 03 Q-Learning Intuition/013 Temporal Difference.mp4 39MB
  11. 13 Building an AI/069 Doom - Step 14.mp4 38MB
  12. 08 Building an AI/037 Self Driving Car - Step 9.mp4 37MB
  13. 03 Q-Learning Intuition/007 The Bellman Equation.mp4 36MB
  14. 18 Building an AI/094 Breakout - Step 12.mp4 34MB
  15. 08 Building an AI/039 Self Driving Car - Step 11.mp4 34MB
  16. 20 Annex 2 Convolutional Neural Networks/111 Step 2 - Pooling.mp4 33MB
  17. 20 Annex 2 Convolutional Neural Networks/115 Softmax Cross-Entropy.mp4 33MB
  18. 08 Building an AI/040 Self Driving Car - Step 12.mp4 32MB
  19. 03 Q-Learning Intuition/009 Markov Decision Process.mp4 32MB
  20. 05 Deep Q-Learning Intuition/020 Action Selection Policies.mp4 31MB
  21. 08 Building an AI/041 Self Driving Car - Step 13.mp4 31MB
  22. 13 Building an AI/060 Doom - Step 5.mp4 30MB
  23. 20 Annex 2 Convolutional Neural Networks/109 Step 1 - Convolution Operation.mp4 30MB
  24. 03 Q-Learning Intuition/012 Q-Learning Intuition.mp4 30MB
  25. 08 Building an AI/038 Self Driving Car - Step 10.mp4 30MB
  26. 13 Building an AI/056 Doom - Step 1.mp4 30MB
  27. 19 Annex 1 Artificial Neural Networks/100 The Neuron.mp4 29MB
  28. 19 Annex 1 Artificial Neural Networks/098 What is Deep Learning.mp4 28MB
  29. 20 Annex 2 Convolutional Neural Networks/108 What are convolutional neural networks.mp4 28MB
  30. 18 Building an AI/086 Breakout - Step 4.mp4 28MB
  31. 05 Deep Q-Learning Intuition/019 Experience Replay.mp4 28MB
  32. 16 A3C Intuition/080 LSTM layer.mp4 27MB
  33. 08 Building an AI/032 Self Driving Car - Step 4.mp4 27MB
  34. 18 Building an AI/088 Breakout - Step 6.mp4 27MB
  35. 05 Deep Q-Learning Intuition/017 Deep Q-Learning Intuition - Learning.mp4 27MB
  36. 16 A3C Intuition/079 Advantage.mp4 27MB
  37. 03 Q-Learning Intuition/010 Policy vs Plan.mp4 26MB
  38. 19 Annex 1 Artificial Neural Networks/103 How do Neural Networks learn.mp4 25MB
  39. 13 Building an AI/059 Doom - Step 4.mp4 25MB
  40. 18 Building an AI/083 Breakout - Step 1.mp4 25MB
  41. 18 Building an AI/087 Breakout - Step 5.mp4 25MB
  42. 18 Building an AI/091 Breakout - Step 9.mp4 24MB
  43. 18 Building an AI/085 Breakout - Step 3.mp4 24MB
  44. 13 Building an AI/071 Doom - Step 16.mp4 24MB
  45. 18 Building an AI/090 Breakout - Step 8.mp4 23MB
  46. 08 Building an AI/036 Self Driving Car - Step 8.mp4 23MB
  47. 19 Annex 1 Artificial Neural Networks/102 How do Neural Networks work.mp4 23MB
  48. 09 Playing with the AI/045 Self Driving Car - Level 1.mp4 22MB
  49. 07 Creating the environment/029 Self Driving Car - Step 1.mp4 22MB
  50. 16 A3C Intuition/078 Asynchronous.mp4 21MB
  51. 03 Q-Learning Intuition/006 What is reinforcement learning.mp4 20MB
  52. 03 Q-Learning Intuition/011 Adding a Living Penalty.mp4 20MB
  53. 13 Building an AI/066 Doom - Step 11.mp4 20MB
  54. 18 Building an AI/089 Breakout - Step 7.mp4 20MB
  55. 18 Building an AI/095 Breakout - Step 13.mp4 19MB
  56. 13 Building an AI/065 Doom - Step 10.mp4 19MB
  57. 13 Building an AI/070 Doom - Step 15.mp4 19MB
  58. 13 Building an AI/058 Doom - Step 3.mp4 19MB
  59. 09 Playing with the AI/047 Self Driving Car - Level 3.mp4 19MB
  60. 13 Building an AI/057 Doom - Step 2.mp4 18MB
  61. 18 Building an AI/092 Breakout - Step 10.mp4 18MB
  62. 08 Building an AI/044 Self Driving Car - Step 16.mp4 18MB
  63. 19 Annex 1 Artificial Neural Networks/104 Gradient Descent.mp4 18MB
  64. 06 Installation for Part 1/027 Mac or Linux Installing PyTorch and Kivy.mp4 17MB
  65. 19 Annex 1 Artificial Neural Networks/105 Stochastic Gradient Descent.mp4 16MB
  66. 08 Building an AI/031 Self Driving Car - Step 3.mp4 16MB
  67. 13 Building an AI/061 Doom - Step 6.mp4 15MB
  68. 18 Building an AI/084 Breakout - Step 2.mp4 15MB
  69. 19 Annex 1 Artificial Neural Networks/101 The Activation Function.mp4 15MB
  70. 06 Installation for Part 1/026 Mac or Linux Installing Anaconda.mp4 15MB
  71. 11 Deep Convolutional Q-Learning Intuition/053 Eligibility Trace.mp4 15MB
  72. 11 Deep Convolutional Q-Learning Intuition/052 Deep Convolutional Q-Learning Intuition.mp4 14MB
  73. 13 Building an AI/063 Doom - Step 8.mp4 14MB
  74. 13 Building an AI/068 Doom - Step 13.mp4 14MB
  75. 06 Installation for Part 1/028 Getting Started.mp4 14MB
  76. 20 Annex 2 Convolutional Neural Networks/110 Step 1b - ReLU Layer.mp4 13MB
  77. 08 Building an AI/043 Self Driving Car - Step 15.mp4 13MB
  78. 16 A3C Intuition/077 Actor-Critic.mp4 12MB
  79. 08 Building an AI/034 Self Driving Car - Step 6.mp4 12MB
  80. 09 Playing with the AI/046 Self Driving Car - Level 2.mp4 12MB
  81. 18 Building an AI/096 Breakout - Step 14.mp4 12MB
  82. 08 Building an AI/035 Self Driving Car - Step 7.mp4 12MB
  83. 08 Building an AI/033 Self Driving Car - Step 5.mp4 12MB
  84. 18 Building an AI/093 Breakout - Step 11.mp4 11MB
  85. 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Acting.mp4 11MB
  86. 19 Annex 1 Artificial Neural Networks/106 Backpropagation.mp4 11MB
  87. 13 Building an AI/062 Doom - Step 7.mp4 10MB
  88. 13 Building an AI/067 Doom - Step 12.mp4 10MB
  89. 13 Building an AI/064 Doom - Step 9.mp4 8MB
  90. 20 Annex 2 Convolutional Neural Networks/114 Summary.mp4 8MB
  91. 03 Q-Learning Intuition/005 Plan of Attack.mp4 7MB
  92. 08 Building an AI/042 Self Driving Car - Step 14.mp4 7MB
  93. 20 Annex 2 Convolutional Neural Networks/107 Plan of Attack.mp4 6MB
  94. 16 A3C Intuition/075 Plan of Attack.mp4 6MB
  95. 11 Deep Convolutional Q-Learning Intuition/051 Plan of Attack.mp4 6MB
  96. 19 Annex 1 Artificial Neural Networks/099 Plan of Attack.mp4 5MB
  97. 03 Q-Learning Intuition/008 The Plan.mp4 4MB
  98. 05 Deep Q-Learning Intuition/016 Plan of Attack.mp4 4MB
  99. 20 Annex 2 Convolutional Neural Networks/112 Step 3 - Flattening.mp4 3MB
  100. 01 Welcome to the course/001 Introduction.mp4 3MB
  101. 17 Installation for Part 3/attached_files/082 Download the code template here/Breakout.zip 752KB
  102. 21 Bonus Lectures/116 YOUR SPECIAL BONUS.html 3KB
  103. 02 ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/004 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html 2KB
  104. 12 Installation for Part 2/055 Installing Open AI Gym and ppaquette.html 2KB
  105. 01 Welcome to the course/003 BONUS Meet Your Instructors.html 2KB
  106. 06 Installation for Part 1/023 Windows Option 1 End-to-End installation steps.html 2KB
  107. 04 ---------- Part 1 - Building a Self-Driving Car ----------/015 Welcome to Part 1 - Building a Self-Driving Car.html 1KB
  108. 06 Installation for Part 1/025 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html 869B
  109. 10 ---------- Part 2 - Teaching AI to Play Doom and Win ----------/050 Welcome to Part 2 - Teaching AI to Play Doom and Win.html 795B
  110. 06 Installation for Part 1/021 Plan of Attack Practical Tutorials.html 778B
  111. 15 ---------- Part 3 - A3C ----------/074 Welcome to Part 3 - A3C.html 766B
  112. 12 Installation for Part 2/054 Where to get the Materials.html 711B
  113. 01 Welcome to the course/002 Where to get the Materials.html 695B
  114. 06 Installation for Part 1/022 Where to get the Materials.html 694B
  115. 17 Installation for Part 3/081 Installing OpenCV.html 635B
  116. 09 Playing with the AI/049 Challenge Solutions.html 570B
  117. 17 Installation for Part 3/082 Download the code template here.html 395B
  118. Freetutorials.us.url 119B
  119. [FreeTutorials.us].txt 75B