01 Welcome to the course/001 Introduction.mp4
3.1 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
6.8 MB
03 Q-Learning Intuition/006 What is reinforcement learning.mp4
20.3 MB
03 Q-Learning Intuition/007 The Bellman Equation.mp4
35.5 MB
03 Q-Learning Intuition/008 The Plan.mp4
4.4 MB
03 Q-Learning Intuition/009 Markov Decision Process.mp4
31.5 MB
03 Q-Learning Intuition/010 Policy vs Plan.mp4
25.9 MB
03 Q-Learning Intuition/011 Adding a Living Penalty.mp4
20.0 MB
03 Q-Learning Intuition/012 Q-Learning Intuition.mp4
29.8 MB
03 Q-Learning Intuition/013 Temporal Difference.mp4
38.6 MB
03 Q-Learning Intuition/014 Q-Learning Visualization.mp4
49.5 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
3.7 MB
05 Deep Q-Learning Intuition/017 Deep Q-Learning Intuition - Learning.mp4
27.0 MB
05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Acting.mp4
10.9 MB
05 Deep Q-Learning Intuition/019 Experience Replay.mp4
27.9 MB
05 Deep Q-Learning Intuition/020 Action Selection Policies.mp4
31.1 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
55.4 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
14.5 MB
06 Installation for Part 1/027 Mac or Linux Installing PyTorch and Kivy.mp4
16.7 MB
06 Installation for Part 1/028 Getting Started.mp4
13.8 MB
07 Creating the environment/029 Self Driving Car - Step 1.mp4
22.1 MB
07 Creating the environment/030 Self Driving Car - Step 2.mp4
44.3 MB
08 Building an AI/031 Self Driving Car - Step 3.mp4
15.8 MB
08 Building an AI/032 Self Driving Car - Step 4.mp4
27.1 MB
08 Building an AI/033 Self Driving Car - Step 5.mp4
11.6 MB
08 Building an AI/034 Self Driving Car - Step 6.mp4
11.8 MB
08 Building an AI/035 Self Driving Car - Step 7.mp4
11.7 MB
08 Building an AI/036 Self Driving Car - Step 8.mp4
22.8 MB
08 Building an AI/037 Self Driving Car - Step 9.mp4
36.6 MB
08 Building an AI/038 Self Driving Car - Step 10.mp4
29.5 MB
08 Building an AI/039 Self Driving Car - Step 11.mp4
34.1 MB
08 Building an AI/040 Self Driving Car - Step 12.mp4
32.4 MB
08 Building an AI/041 Self Driving Car - Step 13.mp4
30.6 MB
08 Building an AI/042 Self Driving Car - Step 14.mp4
6.8 MB
08 Building an AI/043 Self Driving Car - Step 15.mp4
12.8 MB
08 Building an AI/044 Self Driving Car - Step 16.mp4
18.1 MB
09 Playing with the AI/045 Self Driving Car - Level 1.mp4
22.3 MB
09 Playing with the AI/046 Self Driving Car - Level 2.mp4
11.8 MB
09 Playing with the AI/047 Self Driving Car - Level 3.mp4
18.5 MB
09 Playing with the AI/048 Self Driving Car - Level 4.mp4
69.8 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
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