artificial-intelligence-a to z-part 1

1021
0
2018-05-22 17:07:11
8
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artificial-intelligence-az
视频选集
(8/100)
001 Why AI
05:11
002 Introduction
03:52
006 Plan of Attack
04:04
007 What is reinforcement learning
11:27
008 The Bellman Equation
18:25
009 The Plan
02:13
010 Markov Decision Process
16:27
011 Policy vs Plan
12:56
012 Adding a Living Penalty
09:47
013 Q-Learning Intuition
14:46
014 Temporal Difference
19:27
015 Q-Learning Visualization
13:32
017 Plan of Attack
02:18
018 Deep Q-Learning Intuition - Learning
15:16
019 Deep Q-Learning Intuition - Acting
06:06
020 Experience Replay
15:45
021 Action Selection Policies
16:23
025 Windows Option 2 - Part A Installing Ubuntu on Windows
14:08
027 Mac or Linux Installing Anaconda
07:08
028 Mac or Linux Installing PyTorch and Kivy
06:42
029 Kivy Installation Walk Through Mac
03:28
030 Kivy Installation Walk Through Linux
02:19
031 Getting Started
05:42
032 Self Driving Car - Step 1
09:15
033 Self Driving Car - Step 2
16:19
034 Self Driving Car - Step 3
06:45
035 Self Driving Car - Step 4
14:24
036 Self Driving Car - Step 5
06:00
037 Self Driving Car - Step 6
06:02
038 Self Driving Car - Step 7
05:47
039 Self Driving Car - Step 8
10:51
040 Self Driving Car - Step 9
17:28
041 Self Driving Car - Step 10
13:51
042 Self Driving Car - Step 11
15:22
043 Self Driving Car - Step 12
12:58
044 Self Driving Car - Step 13
12:28
045 Self Driving Car - Step 14
02:54
046 Self Driving Car - Step 15
05:29
047 Self Driving Car - Step 16
07:20
048 Self Driving Car - Level 1
08:51
049 Self Driving Car - Level 2
04:39
050 Self Driving Car - Level 3
07:21
051 Self Driving Car - Level 4
06:09
054 Plan of Attack
03:27
055 Deep Convolutional Q-Learning Intuition
07:13
056 Eligibility Trace
08:39
059 Installing Open AI Gym Walk Through (Mac Version)
04:53
060 Installing Open AI Gym Walk Through (Ubuntu Version)
05:37
061 Doom - Step 1
05:55
062 Doom - Step 2
09:43
063 Doom - Step 3
09:52
064 Doom - Step 4
10:35
065 Doom - Step 5
14:16
066 Doom - Step 6
06:32
067 Doom - Step 7
04:41
068 Doom - Step 8
06:39
069 Doom - Step 9
03:44
070 Doom - Step 10
07:51
071 Doom - Step 11
06:34
072 Doom - Step 12
04:14
073 Doom - Step 13
06:50
074 Doom - Step 14
15:32
075 Doom - Step 15
08:27
076 Doom - Step 16
10:38
077 Doom - Step 17
19:38
078 Watching our AI play Doom
19:22
080 Plan of Attack
03:40
081 The three As in A3C
04:45
082 Actor-Critic
06:37
083 Asynchronous
11:43
084 Advantage
15:21
085 LSTM Layer
15:37
087 Breakout - Step 1
10:08
088 Breakout - Step 2
08:02
089 Breakout - Step 3
12:25
090 Breakout - Step 4
12:58
091 Breakout - Step 5
10:33
092 Breakout - Step 6
11:46
093 Breakout - Step 7
07:46
094 Breakout - Step 8
11:30
095 Breakout - Step 9
11:32
096 Breakout - Step 10
08:06
097 Breakout - Step 11
05:07
098 Breakout - Step 12
15:39
099 Breakout - Step 13
08:22
100 Breakout - Step 14
05:22
101 Breakout - Step 15
10:52
102 What is Deep Learning
12:35
103 Plan of Attack
02:52
104 The Neuron
16:16
105 The Activation Function
08:30
106 How do Neural Networks work
12:48
107 How do Neural Networks learn
12:59
108 Gradient Descent
10:13
109 Stochastic Gradient Descent
08:45
110 Backpropagation
05:22
111 Plan of Attack
03:32
112 What are convolutional neural networks
15:50
113 Step 1 - Convolution Operation
16:39
114 Step 1(b) - ReLU Layer
06:42
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