Filename Size 01 Welcome to the course/001 Why AI-subtitle-en.srt 8.4 KB 01 Welcome to the course/001 Why AI.mp4 12.6 MB 01 Welcome to the course/002 Introduction-subtitle-en.srt 5.6 KB 01 Welcome to the course/002 Introduction.mp4 8.8 MB 01 Welcome to the course/003 Where to get the Materials.html 1.5 KB 01 Welcome to the course/004 Some Additional Resources.html 1.8 KB 02 Part 0 - Fundamentals Of Reinforcement Learning/005 Welcome to Part 0 - Fundamentals of Reinforcement Learning.html 2.9 KB 03 Q-Learning Intuition/006 Plan of Attack-subtitle-en.srt 5.8 KB 03 Q-Learning Intuition/006 Plan of Attack.mp4 6.8 MB 03 Q-Learning Intuition/007 What is reinforcement learning-subtitle-en.srt 18.8 KB 03 Q-Learning Intuition/007 What is reinforcement learning.mp4 20.3 MB 03 Q-Learning Intuition/008 The Bellman Equation-subtitle-en.srt 31.2 KB 03 Q-Learning Intuition/008 The Bellman Equation.mp4 35.5 MB 03 Q-Learning Intuition/009 The Plan-subtitle-en.srt 3.8 KB 03 Q-Learning Intuition/009 The Plan.mp4 4.4 MB 03 Q-Learning Intuition/010 Markov Decision Process-subtitle-en.srt 27.7 KB 03 Q-Learning Intuition/010 Markov Decision Process.mp4 31.5 MB 03 Q-Learning Intuition/011 Policy vs Plan-subtitle-en.srt 22.1 KB 03 Q-Learning Intuition/011 Policy vs Plan.mp4 25.9 MB 03 Q-Learning Intuition/012 Adding a Living Penalty-subtitle-en.srt 14.6 KB 03 Q-Learning Intuition/012 Adding a Living Penalty.mp4 20 MB 03 Q-Learning Intuition/013 Q-Learning Intuition-subtitle-en.srt 22.7 KB 03 Q-Learning Intuition/013 Q-Learning Intuition.mp4 29.8 MB 03 Q-Learning Intuition/014 Temporal Difference-subtitle-en.srt 29.8 KB 03 Q-Learning Intuition/014 Temporal Difference.mp4 38.6 MB 03 Q-Learning Intuition/015 Q-Learning Visualization-subtitle-en.srt 22.2 KB 03 Q-Learning Intuition/015 Q-Learning Visualization.mp4 49.5 MB 04 Part 1 - Self-Driving Car (Deep Q-Learning)/016 Welcome to Part 1 - Self-Driving Car (Deep Q-Learning).html 2.3 KB 05 Deep Q-Learning Intuition/017 Plan of Attack-subtitle-en.srt 3.7 KB 05 Deep Q-Learning Intuition/017 Plan of Attack.mp4 3.7 MB 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning-subtitle-en.srt 23 KB 05 Deep Q-Learning Intuition/018 Deep Q-Learning Intuition - Learning.mp4 31 MB 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting-subtitle-en.srt 10 KB 05 Deep Q-Learning Intuition/019 Deep Q-Learning Intuition - Acting.mp4 12.8 MB 05 Deep Q-Learning Intuition/020 Experience Replay-subtitle-en.srt 24.4 KB 05 Deep Q-Learning Intuition/020 Experience Replay.mp4 32.2 MB 05 Deep Q-Learning Intuition/021 Action Selection Policies-subtitle-en.srt 24.8 KB 05 Deep Q-Learning Intuition/021 Action Selection Policies.mp4 34.9 MB 06 Installation for Part 1/022 Plan of Attack (Practical Tutorials).html 2 KB 06 Installation for Part 1/023 Where to get the Materials.html 1.5 KB 06 Installation for Part 1/024 Windows Option 1 End-to-End installation steps.html 2.6 KB 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows-subtitle-en.srt 18.6 KB 06 Installation for Part 1/025 Windows Option 2 - Part A Installing Ubuntu on Windows.mp4 55.4 MB 06 Installation for Part 1/026 Windows Option 2 - Part B Installing PyTorch and Kivy on your Ubuntu VM.html 1.7 KB 06 Installation for Part 1/027 Mac or Linux Installing Anaconda-subtitle-en.srt 11.5 KB 06 Installation for Part 1/027 Mac or Linux Installing Anaconda.mp4 14.5 MB 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy-subtitle-en.srt 10.3 KB 06 Installation for Part 1/028 Mac or Linux Installing PyTorch and Kivy.mp4 16.7 MB 06 Installation for Part 1/029 Kivy Installation Walk Through Mac-subtitle-en.srt 5.5 KB 06 Installation for Part 1/029 Kivy Installation Walk Through Mac.mp4 9 MB 06 Installation for Part 1/029 Kivy-Debug-Tips-for-Mac-OS.pdf 50.1 KB 06 Installation for Part 1/030 Kivy Installation Walk Through Linux-subtitle-en.srt 3.9 KB 06 Installation for Part 1/030 Kivy Installation Walk Through Linux.mp4 5 MB 06 Installation for Part 1/031 Getting Started-subtitle-en.srt 9.3 KB 06 Installation for Part 1/031 Getting Started.mp4 13.8 MB 06 Installation for Part 1/external_links.txt 116 B 07 Creating the environment/032 Self Driving Car - Step 1-subtitle-en.srt 13.8 KB 07 Creating the environment/032 Self Driving Car - Step 1.mp4 22.1 MB 07 Creating the environment/033 Self Driving Car - Step 2-subtitle-en.srt 24 KB 07 Creating the environment/033 Self Driving Car - Step 2.mp4 44.3 MB 08 Building an AI/034 Self Driving Car - Step 3-subtitle-en.srt 9.3 KB 08 Building an AI/034 Self Driving Car - Step 3.mp4 15.8 MB 08 Building an AI/035 Self Driving Car - Step 4-subtitle-en.srt 21.8 KB 08 Building an AI/035 Self Driving Car - Step 4.mp4 27.1 MB 08 Building an AI/036 Self Driving Car - Step 5-subtitle-en.srt 9.2 KB 08 Building an AI/036 Self Driving Car - Step 5.mp4 11.6 MB 08 Building an AI/037 Self Driving Car - Step 6-subtitle-en.srt 8.7 KB 08 Building an AI/037 Self Driving Car - Step 6.mp4 11.8 MB 08 Building an AI/038 Self Driving Car - Step 7-subtitle-en.srt 8.7 KB 08 Building an AI/038 Self Driving Car - Step 7.mp4 11.7 MB 08 Building an AI/039 Self Driving Car - Step 8-subtitle-en.srt 15.6 KB 08 Building an AI/039 Self Driving Car - Step 8.mp4 22.8 MB 08 Building an AI/040 Self Driving Car - Step 9-subtitle-en.srt 24.8 KB 08 Building an AI/040 Self Driving Car - Step 9.mp4 36.6 MB 08 Building an AI/041 Self Driving Car - Step 10-subtitle-en.srt 20.5 KB 08 Building an AI/041 Self Driving Car - Step 10.mp4 29.5 MB 08 Building an AI/042 Self Driving Car - Step 11-subtitle-en.srt 22.2 KB 08 Building an AI/042 Self Driving Car - Step 11.mp4 34.1 MB 08 Building an AI/043 Self Driving Car - Step 12-subtitle-en.srt 18.4 KB 08 Building an AI/043 Self Driving Car - Step 12.mp4 32.4 MB 08 Building an AI/044 Self Driving Car - Step 13-subtitle-en.srt 17.3 KB 08 Building an AI/044 Self Driving Car - Step 13.mp4 30.6 MB 08 Building an AI/045 Self Driving Car - Step 14-subtitle-en.srt 4.4 KB 08 Building an AI/045 Self Driving Car - Step 14.mp4 6.8 MB 08 Building an AI/046 Self Driving Car - Step 15-subtitle-en.srt 8.3 KB 08 Building an AI/046 Self Driving Car - Step 15.mp4 12.8 MB 08 Building an AI/047 Self Driving Car - Step 16-subtitle-en.srt 10.1 KB 08 Building an AI/047 Self Driving Car - Step 16.mp4 18.1 MB 09 Playing with the AI/048 Self Driving Car - Level 1-subtitle-en.srt 14.4 KB 09 Playing with the AI/048 Self Driving Car - Level 1.mp4 22.3 MB 09 Playing with the AI/049 Self Driving Car - Level 2-subtitle-en.srt 7.3 KB 09 Playing with the AI/049 Self Driving Car - Level 2.mp4 11.8 MB 09 Playing with the AI/050 Self Driving Car - Level 3-subtitle-en.srt 8.4 KB 09 Playing with the AI/050 Self Driving Car - Level 3.mp4 18.5 MB 09 Playing with the AI/051 Self Driving Car - Level 4-subtitle-en.srt 7.4 KB 09 Playing with the AI/051 Self Driving Car - Level 4.mp4 69.8 MB 09 Playing with the AI/052 Challenge Solutions.html 1.5 KB 10 Part 2 - Doom (Deep Convolutional Q-Learning)/053 Welcome to Part 2 - Doom (Deep Convolutional Q-Learning).html 2 KB 11 Deep Convolutional Q-Learning Intuition/054 Plan of Attack-subtitle-en.srt 5 KB