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[FreeTutorials.Us] artificial-intelligence-az
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0b32e3855b2e0ab46bff8752bdf1cf489f35af64
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2017-08-02
最近下载:
2025-06-10
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文件列表
01 Welcome to the course/001 Introduction.mp4
3.3 MB
01 Welcome to the course/002 Where to get the Materials.html
695 Bytes
01 Welcome to the course/003 BONUS Meet Your Instructors.html
1.9 kB
02 ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/004 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html
2.1 kB
03 Q-Learning Intuition/005 Plan of Attack.mp4
7.1 MB
03 Q-Learning Intuition/006 What is reinforcement learning.mp4
21.2 MB
03 Q-Learning Intuition/007 The Bellman Equation.mp4
37.2 MB
03 Q-Learning Intuition/008 The Plan.mp4
4.7 MB
03 Q-Learning Intuition/009 Markov Decision Process.mp4
33.0 MB
03 Q-Learning Intuition/010 Policy vs Plan.mp4
27.1 MB
03 Q-Learning Intuition/011 Adding a Living Penalty.mp4
21.0 MB
03 Q-Learning Intuition/012 Q-Learning Intuition.mp4
31.2 MB
03 Q-Learning Intuition/013 Temporal Difference.mp4
40.5 MB
03 Q-Learning Intuition/014 Q-Learning Visualization.mp4
51.9 MB
04 ---------- Part 1 - Building a Self-Driving Car ----------/015 Welcome to Part 1 - Building a Self-Driving Car.html
1.5 kB
05 Deep Q-Learning Intuition/016 Plan of Attack.mp4
3.9 MB
05 Deep Q-Learning Intuition/017 Deep Q-Learning Intuition - Learning.mp4
28.3 MB
05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Acting.mp4
11.5 MB
05 Deep Q-Learning Intuition/019 Experience Replay.mp4
29.2 MB
05 Deep Q-Learning Intuition/020 Action Selection Policies.mp4
32.6 MB
06 Installation for Part 1/021 Plan of Attack Practical Tutorials.html
778 Bytes
06 Installation for Part 1/022 Where to get the Materials.html
694 Bytes
06 Installation for Part 1/023 Windows Option 1 End-to-End installation steps.html
1.7 kB
06 Installation for Part 1/024 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4
58.0 MB
06 Installation for Part 1/025 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html
869 Bytes
06 Installation for Part 1/026 Mac or Linux Installing Anaconda.mp4
15.2 MB
06 Installation for Part 1/027 Mac or Linux Installing PyTorch and Kivy.mp4
17.5 MB
06 Installation for Part 1/028 Getting Started.mp4
14.4 MB
07 Creating the environment/029 Self Driving Car - Step 1.mp4
23.2 MB
07 Creating the environment/030 Self Driving Car - Step 2.mp4
46.5 MB
08 Building an AI/031 Self Driving Car - Step 3.mp4
16.6 MB
08 Building an AI/032 Self Driving Car - Step 4.mp4
28.4 MB
08 Building an AI/033 Self Driving Car - Step 5.mp4
12.2 MB
08 Building an AI/034 Self Driving Car - Step 6.mp4
12.4 MB
08 Building an AI/035 Self Driving Car - Step 7.mp4
12.3 MB
08 Building an AI/036 Self Driving Car - Step 8.mp4
23.9 MB
08 Building an AI/037 Self Driving Car - Step 9.mp4
38.3 MB
08 Building an AI/038 Self Driving Car - Step 10.mp4
31.0 MB
08 Building an AI/039 Self Driving Car - Step 11.mp4
35.8 MB
08 Building an AI/040 Self Driving Car - Step 12.mp4
34.0 MB
08 Building an AI/041 Self Driving Car - Step 13.mp4
32.1 MB
08 Building an AI/042 Self Driving Car - Step 14.mp4
7.1 MB
08 Building an AI/043 Self Driving Car - Step 15.mp4
13.5 MB
08 Building an AI/044 Self Driving Car - Step 16.mp4
19.0 MB
09 Playing with the AI/045 Self Driving Car - Level 1.mp4
23.4 MB
09 Playing with the AI/046 Self Driving Car - Level 2.mp4
12.4 MB
09 Playing with the AI/047 Self Driving Car - Level 3.mp4
19.4 MB
09 Playing with the AI/048 Self Driving Car - Level 4.mp4
73.2 MB
09 Playing with the AI/049 Challenge Solutions.html
570 Bytes
10 ---------- Part 2 - Teaching AI to Play Doom and Win ----------/050 Welcome to Part 2 - Teaching AI to Play Doom and Win.html
795 Bytes
11 Deep Convolutional Q-Learning Intuition/051 Plan of Attack.mp4
5.8 MB
11 Deep Convolutional Q-Learning Intuition/052 Deep Convolutional Q-Learning Intuition.mp4
15.0 MB
11 Deep Convolutional Q-Learning Intuition/053 Eligibility Trace.mp4
15.2 MB
12 Installation for Part 2/054 Where to get the Materials.html
711 Bytes
12 Installation for Part 2/055 Installing Open AI Gym and ppaquette.html
2.0 kB
13 Building an AI/056 Doom - Step 1.mp4
30.9 MB
13 Building an AI/057 Doom - Step 2.mp4
19.3 MB
13 Building an AI/058 Doom - Step 3.mp4
19.7 MB
13 Building an AI/059 Doom - Step 4.mp4
26.6 MB
13 Building an AI/060 Doom - Step 5.mp4
31.5 MB
13 Building an AI/061 Doom - Step 6.mp4
15.3 MB
13 Building an AI/062 Doom - Step 7.mp4
10.5 MB
13 Building an AI/063 Doom - Step 8.mp4
14.8 MB
13 Building an AI/064 Doom - Step 9.mp4
8.7 MB
13 Building an AI/065 Doom - Step 10.mp4
20.2 MB
13 Building an AI/066 Doom - Step 11.mp4
20.8 MB
13 Building an AI/067 Doom - Step 12.mp4
10.3 MB
13 Building an AI/068 Doom - Step 13.mp4
14.7 MB
13 Building an AI/069 Doom - Step 14.mp4
39.4 MB
13 Building an AI/070 Doom - Step 15.mp4
20.1 MB
13 Building an AI/071 Doom - Step 16.mp4
24.7 MB
13 Building an AI/072 Doom - Step 17.mp4
47.8 MB
14 Playing with the AI/073 Watching our AI play Doom.mp4
162.5 MB
15 ---------- Part 3 - A3C ----------/074 Welcome to Part 3 - A3C.html
766 Bytes
16 A3C Intuition/075 Plan of Attack.mp4
6.1 MB
16 A3C Intuition/076 The three As in A3C.mp4
40.6 MB
16 A3C Intuition/077 Actor-Critic.mp4
12.8 MB
16 A3C Intuition/078 Asynchronous.mp4
21.6 MB
16 A3C Intuition/079 Advantage.mp4
28.2 MB
16 A3C Intuition/080 LSTM layer.mp4
28.5 MB
17 Installation for Part 3/081 Installing OpenCV.html
635 Bytes
17 Installation for Part 3/082 Download the code template here.html
395 Bytes
17 Installation for Part 3/attached_files/082 Download the code template here/Breakout.zip
770.1 kB
18 Building an AI/083 Breakout - Step 1.mp4
26.2 MB
18 Building an AI/084 Breakout - Step 2.mp4
15.3 MB
18 Building an AI/085 Breakout - Step 3.mp4
25.3 MB
18 Building an AI/086 Breakout - Step 4.mp4
29.2 MB
18 Building an AI/087 Breakout - Step 5.mp4
25.9 MB
18 Building an AI/088 Breakout - Step 6.mp4
28.4 MB
18 Building an AI/089 Breakout - Step 7.mp4
20.7 MB
18 Building an AI/090 Breakout - Step 8.mp4
23.9 MB
18 Building an AI/091 Breakout - Step 9.mp4
25.6 MB
18 Building an AI/092 Breakout - Step 10.mp4
19.1 MB
18 Building an AI/093 Breakout - Step 11.mp4
11.7 MB
18 Building an AI/094 Breakout - Step 12.mp4
36.1 MB
18 Building an AI/095 Breakout - Step 13.mp4
20.3 MB
18 Building an AI/096 Breakout - Step 14.mp4
12.3 MB
18 Building an AI/097 Breakout - Step 15.mp4
95.1 MB
19 Annex 1 Artificial Neural Networks/098 What is Deep Learning.mp4
29.7 MB
19 Annex 1 Artificial Neural Networks/099 Plan of Attack.mp4
4.9 MB
19 Annex 1 Artificial Neural Networks/100 The Neuron.mp4
30.2 MB
19 Annex 1 Artificial Neural Networks/101 The Activation Function.mp4
15.2 MB
19 Annex 1 Artificial Neural Networks/102 How do Neural Networks work.mp4
23.7 MB
19 Annex 1 Artificial Neural Networks/103 How do Neural Networks learn.mp4
26.7 MB
19 Annex 1 Artificial Neural Networks/104 Gradient Descent.mp4
19.0 MB
19 Annex 1 Artificial Neural Networks/105 Stochastic Gradient Descent.mp4
17.1 MB
19 Annex 1 Artificial Neural Networks/106 Backpropagation.mp4
11.1 MB
20 Annex 2 Convolutional Neural Networks/107 Plan of Attack.mp4
6.1 MB
20 Annex 2 Convolutional Neural Networks/108 What are convolutional neural networks.mp4
29.6 MB
20 Annex 2 Convolutional Neural Networks/109 Step 1 - Convolution Operation.mp4
31.4 MB
20 Annex 2 Convolutional Neural Networks/110 Step 1b - ReLU Layer.mp4
14.1 MB
20 Annex 2 Convolutional Neural Networks/111 Step 2 - Pooling.mp4
35.1 MB
20 Annex 2 Convolutional Neural Networks/112 Step 3 - Flattening.mp4
3.3 MB
20 Annex 2 Convolutional Neural Networks/113 Step 4 - Full Connection.mp4
42.1 MB
20 Annex 2 Convolutional Neural Networks/114 Summary.mp4
8.2 MB
20 Annex 2 Convolutional Neural Networks/115 Softmax Cross-Entropy.mp4
34.2 MB
21 Bonus Lectures/116 YOUR SPECIAL BONUS.html
2.6 kB
Freetutorials.us.url
119 Bytes
[FreeTutorials.us].txt
75 Bytes
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