投稿

习学化强

166

0

2020-04-13 17:52:00

不要关注，不要点赞，不要投币

歪必达不溜发消息

001 Why AI

05:12

002 Introduction

03:52

006 Plan of Attack

04:05

007 Updates on Udemy Reviews

02:34

008 What is reinforcement learning

11:28

009 The Bellman Equation

18:26

010 The Plan

02:13

011 Markov Decision Process

16:28

013 Adding a Living Penalty

09:48

014 Q-Learning Intuition

14:47

015 Temporal Difference

19:28

016 Q-Learning Visualization

13:32

018 Plan of Attack

02:18

019 Deep Q-Learning Intuition - Learning

15:16

020 Deep Q-Learning Intuition - Acting

06:07

021 Experience Replay

15:46

022 Action Selection Policies

16:24

026 Windows Option 2 - Part A Installing Ubuntu on Windows

14:08

028 Mac or Linux Installing Anaconda

07:09

029 Mac or Linux Installing PyTorch and Kivy

06:43

031 Getting Started

05:42

032 Self Driving Car - Step 1

09:16

033 Self Driving Car - Step 2

16:19

034 Self Driving Car - Step 3

06:46

035 Self Driving Car - Step 4

14:25

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

10:52

040 Self Driving Car - Step 9

17:28

041 Self Driving Car - Step 10

13:52

042 Self Driving Car - Step 11

15:22

043 Self Driving Car - Step 12

12:58

044 Self Driving Car - Step 13

12:29

045 Self Driving Car - Step 14

02:54

046 Self Driving Car - Step 15

05:30

047 Self Driving Car - Step 16

07:20

048 Self Driving Car - Level 1

08:52

049 Self Driving Car - Level 2

04:40

050 Self Driving Car - Level 3

07:22

051 Self Driving Car - Level 4

06:10

054 Plan of Attack

03:28

055 Deep Convolutional Q-Learning Intuition

07:14

056 Eligibility Trace

08:39

059 Installing Open AI Gym Walk Through (Mac Version)

04:54

060 Installing Open AI Gym Walk Through (Ubuntu Version)

05:37

062 Doom - Step 1

05:56

063 Doom - Step 2

09:43

064 Doom - Step 3

09:53

065 Doom - Step 4

10:36

066 Doom - Step 5

14:17

067 Doom - Step 6

06:33

068 Doom - Step 7

04:41

069 Doom - Step 8

06:40

070 Doom - Step 9

03:45

071 Doom - Step 10

07:52

072 Doom - Step 11

06:34

073 Doom - Step 12

04:15

074 Doom - Step 13

06:50

075 Doom - Step 14

15:33

076 Doom - Step 15

08:28

077 Doom - Step 16

10:39

078 Doom - Step 17

19:39

079 Watching our AI play Doom

19:23

081 Plan of Attack

03:41

082 The three As in A3C

04:46

083 Actor-Critic

06:37

084 Asynchronous

11:44

085 Advantage

15:22

086 LSTM Layer

15:37

088 Breakout - Step 1

10:09

089 Breakout - Step 2

08:02

090 Breakout - Step 3

12:25

091 Breakout - Step 4

12:59

092 Breakout - Step 5

10:34

093 Breakout - Step 6

11:47

094 Breakout - Step 7

07:47

095 Breakout - Step 8

11:31

096 Breakout - Step 9

11:32

097 Breakout - Step 10

08:06

098 Breakout - Step 11

05:07

099 Breakout - Step 12

15:40

100 Breakout - Step 13

08:23

101 Breakout - Step 14

05:23

102 Breakout - Step 15

10:53

103 What is Deep Learning

12:35

104 Plan of Attack

02:53

105 The Neuron

16:16

106 The Activation Function

08:30

107 How do Neural Networks work

12:49

108 How do Neural Networks learn

13:00

109 Gradient Descent

10:14

110 Stochastic Gradient Descent

08:46

111 Backpropagation

05:23

112 Plan of Attack

03:33

113 What are convolutional neural networks

15:50

114 Step 1 - Convolution Operation

16:39

115 Step 1(b) - ReLU Layer

06:42

116 Step 2 - Pooling

14:14

117 Step 3 - Flattening

01:54

118 Step 4 - Full Connection

19:26

119 Summary

04:21

120 Softmax Cross-Entropy

18:21

顶部