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12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.mp4 154.94 MB
16. A3C Visualization/1. Watching our AI play Breakout.mp4 90.7 MB
8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.mp4 69.85 MB
16. A3C Visualization/2. THANK YOU bonus video.mp4 52.28 MB
1. Welcome to the course!/6. Updates on Udemy Reviews.mp4 51.37 MB
4. Q-Learning Visualization/1. Q-Learning Visualization.mp4 49.54 MB
11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.mp4 45.57 MB
7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.mp4 44.32 MB
18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.mp4 40.19 MB
14. A3C Intuition/2. The three A's in A3C.mp4 38.75 MB
3. Q-Learning Intuition/9. Temporal Difference.mp4 38.62 MB
11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.mp4 37.6 MB
7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.mp4 36.57 MB
3. Q-Learning Intuition/3. The Bellman Equation.mp4 35.51 MB
6. Deep Q-Learning Intuition/5. Action Selection Policies.mp4 34.9 MB
15. A3C Implementation/14. Breakout - Step 12.mp4 34.43 MB
7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.mp4 34.14 MB
18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.srt 33.53 MB
18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.mp4 33.49 MB
18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.mp4 32.6 MB
7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.mp4 32.4 MB
6. Deep Q-Learning Intuition/4. Experience Replay.mp4 32.19 MB
14. A3C Intuition/5. Advantage.mp4 31.93 MB
3. Q-Learning Intuition/5. Markov Decision Process.mp4 31.53 MB
14. A3C Intuition/6. LSTM Layer.mp4 31.01 MB
6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.mp4 30.96 MB
7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.mp4 30.65 MB
11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.mp4 30.03 MB
18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.mp4 29.95 MB
3. Q-Learning Intuition/8. Q-Learning Intuition.mp4 29.77 MB
7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.mp4 29.52 MB
11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.mp4 29.52 MB
17. Annex 1 Artificial Neural Networks/3. The Neuron.mp4 28.81 MB
17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4 28.35 MB
18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.mp4 28.26 MB
15. A3C Implementation/6. Breakout - Step 4.mp4 27.17 MB
7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.mp4 27.11 MB
15. A3C Implementation/8. Breakout - Step 6.mp4 27.09 MB
3. Q-Learning Intuition/6. Policy vs Plan.mp4 25.88 MB
17. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.mp4 25.49 MB
15. A3C Implementation/3. Breakout - Step 1.mp4 24.97 MB
15. A3C Implementation/7. Breakout - Step 5.mp4 24.68 MB
15. A3C Implementation/11. Breakout - Step 9.mp4 24.38 MB
15. A3C Implementation/5. Breakout - Step 3.mp4 24.17 MB
14. A3C Intuition/4. Asynchronous.mp4 23.86 MB
11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.mp4 23.58 MB
1. Welcome to the course!/4. Installing Anaconda.mp4 22.89 MB
15. A3C Implementation/10. Breakout - Step 8.mp4 22.85 MB
7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.mp4 22.84 MB
17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.mp4 22.58 MB
8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.mp4 22.32 MB
7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.mp4 22.1 MB
11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.mp4 21.41 MB
3. Q-Learning Intuition/2. What is reinforcement learning.mp4 20.26 MB
3. Q-Learning Intuition/7. Adding a Living Penalty.srt 20.06 MB
3. Q-Learning Intuition/7. Adding a Living Penalty.mp4 20.04 MB
11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.mp4 19.86 MB
15. A3C Implementation/9. Breakout - Step 7.mp4 19.71 MB
15. A3C Implementation/15. Breakout - Step 13.mp4 19.34 MB
11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.mp4 19.26 MB
11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.mp4 19.19 MB
11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.mp4 18.84 MB
8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.mp4 18.53 MB
11. Deep Convolutional Q-Learning Implementation/4. Doom - Step 2.mp4 18.38 MB
15. A3C Implementation/12. Breakout - Step 10.mp4 18.24 MB
7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.mp4 18.12 MB
17. Annex 1 Artificial Neural Networks/7. Gradient Descent.mp4 18.1 MB
17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.mp4 16.32 MB
10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.mp4 16.04 MB
7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.mp4 15.83 MB
10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.mp4 15.6 MB
11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.mp4 14.62 MB
15. A3C Implementation/4. Breakout - Step 2.mp4 14.61 MB
17. Annex 1 Artificial Neural Networks/4. The Activation Function.mp4 14.55 MB
11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.mp4 14.11 MB
11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.mp4 14.06 MB
7. Deep Q-Learning Implementation/3. Getting Started.mp4 13.77 MB
14. A3C Intuition/3. Actor-Critic.mp4 13.7 MB
18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.mp4 13.44 MB
7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.mp4 12.83 MB
3. Q-Learning Intuition/9. Temporal Difference.srt 12.79 MB
6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.mp4 12.77 MB
1. Welcome to the course!/1. Why AI.mp4 12.58 MB
7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.mp4 11.8 MB
8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.mp4 11.8 MB
15. A3C Implementation/16. Breakout - Step 14.mp4 11.78 MB
7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.mp4 11.69 MB
7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.mp4 11.66 MB
15. A3C Implementation/13. Breakout - Step 11.mp4 11.17 MB
17. Annex 1 Artificial Neural Networks/9. Backpropagation.mp4 10.63 MB
11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.mp4 10.02 MB
11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.mp4 9.85 MB
11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.mp4 8.33 MB
18. Annex 2 Convolutional Neural Networks/8. Summary.mp4 7.8 MB
3. Q-Learning Intuition/1. Plan of Attack.mp4 6.8 MB
7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.mp4 6.77 MB
18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.mp4 5.86 MB
14. A3C Intuition/1. Plan of Attack.mp4 5.81 MB
10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.mp4 5.53 MB
17. Annex 1 Artificial Neural Networks/2. Plan of Attack.mp4 4.71 MB
3. Q-Learning Intuition/4. The Plan.mp4 4.44 MB
6. Deep Q-Learning Intuition/1. Plan of Attack.mp4 3.73 MB
18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.mp4 3.16 MB
1. Welcome to the course!/7.1 Artificial_Intelligence_A_Z___Learn_How_To_Build_An_AI (2).pdf.pdf 1.39 MB
12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.srt 31.37 KB
3. Q-Learning Intuition/3. The Bellman Equation.srt 30.07 KB
18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.srt 28.57 KB
11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.srt 26.72 KB
3. Q-Learning Intuition/5. Markov Decision Process.srt 26.68 KB
18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.srt 25.27 KB
17. Annex 1 Artificial Neural Networks/3. The Neuron.srt 24.94 KB
14. A3C Intuition/6. LSTM Layer.srt 23.98 KB
6. Deep Q-Learning Intuition/5. Action Selection Policies.srt 23.92 KB
7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.srt 23.85 KB
6. Deep Q-Learning Intuition/4. Experience Replay.srt 23.55 KB
18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.srt 23.23 KB
7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.srt 23.15 KB
14. A3C Intuition/5. Advantage.srt 22.54 KB
6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.srt 22.25 KB
18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.srt 22.06 KB
3. Q-Learning Intuition/8. Q-Learning Intuition.srt 21.86 KB
11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.srt 21.72 KB
7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.srt 21.34 KB
4. Q-Learning Visualization/1. Q-Learning Visualization.srt 21.27 KB
3. Q-Learning Intuition/6. Policy vs Plan.srt 21.26 KB
7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.srt 20.98 KB
11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.srt 20.39 KB
15. A3C Implementation/14. Breakout - Step 12.srt 19.84 KB
7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.srt 19.69 KB
17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.srt 19.11 KB
17. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.srt 18.95 KB
17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.srt 18.13 KB
3. Q-Learning Intuition/2. What is reinforcement learning.srt 18.12 KB
14. A3C Intuition/4. Asynchronous.srt 18.11 KB
7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.srt 17.71 KB
15. A3C Implementation/6. Breakout - Step 4.srt 17.62 KB
15. A3C Implementation/8. Breakout - Step 6.srt 16.78 KB
7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.srt 16.67 KB
15. A3C Implementation/10. Breakout - Step 8.srt 15.88 KB
15. A3C Implementation/5. Breakout - Step 3.srt 15.58 KB
11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.srt 15.39 KB
15. A3C Implementation/3. Breakout - Step 1.srt 15.38 KB
15. A3C Implementation/11. Breakout - Step 9.srt 15.03 KB
7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.srt 15 KB
15. A3C Implementation/7. Breakout - Step 5.srt 14.67 KB
11. Deep Convolutional Q-Learning Implementation/4. Doom - Step 2.srt 14.42 KB
11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.srt 14.21 KB
17. Annex 1 Artificial Neural Networks/7. Gradient Descent.srt 14.02 KB
11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.srt 13.99 KB
8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.srt 13.83 KB
16. A3C Visualization/1. Watching our AI play Breakout.srt 13.65 KB
7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.srt 13.33 KB
10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.srt 12.75 KB
17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.srt 12.14 KB
17. Annex 1 Artificial Neural Networks/4. The Activation Function.srt 12.03 KB
15. A3C Implementation/15. Breakout - Step 13.srt 11.73 KB
15. A3C Implementation/4. Breakout - Step 2.srt 11.63 KB
11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.srt 11.49 KB
11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.srt 11.48 KB
15. A3C Implementation/9. Breakout - Step 7.srt 11.11 KB
10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.srt 10.47 KB
15. A3C Implementation/12. Breakout - Step 10.srt 10.46 KB
14. A3C Intuition/3. Actor-Critic.srt 10.14 KB
7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.srt 9.72 KB
11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.srt 9.63 KB
6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.srt 9.6 KB
11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.srt 9.49 KB
11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.srt 9.37 KB
18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.srt 9.2 KB
7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.srt 8.97 KB
7. Deep Q-Learning Implementation/3. Getting Started.srt 8.92 KB
7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.srt 8.82 KB
11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.vtt 8.71 KB
11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.srt 8.59 KB
7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.srt 8.35 KB
7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.srt 8.32 KB
1. Welcome to the course!/1. Why AI.srt 8.06 KB
8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.srt 8.06 KB
7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.srt 7.94 KB
15. A3C Implementation/16. Breakout - Step 14.srt 7.55 KB
17. Annex 1 Artificial Neural Networks/9. Backpropagation.srt 7.11 KB
8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.srt 7.11 KB
8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.srt 6.9 KB
15. A3C Implementation/13. Breakout - Step 11.srt 6.76 KB
14. A3C Intuition/2. The three A's in A3C.srt 6.64 KB
11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.srt 6.61 KB
11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.srt 6.22 KB
18. Annex 2 Convolutional Neural Networks/8. Summary.srt 6.02 KB
3. Q-Learning Intuition/1. Plan of Attack.srt 5.6 KB
11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.srt 5.4 KB
14. A3C Intuition/1. Plan of Attack.srt 5.32 KB
18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.srt 5.24 KB
1. Welcome to the course!/4. Installing Anaconda.srt 4.86 KB
10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.srt 4.82 KB
7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.srt 4.24 KB
17. Annex 1 Artificial Neural Networks/2. Plan of Attack.srt 4 KB
3. Q-Learning Intuition/4. The Plan.srt 3.64 KB
1. Welcome to the course!/6. Updates on Udemy Reviews.srt 3.59 KB
6. Deep Q-Learning Intuition/1. Plan of Attack.srt 3.58 KB
18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.srt 2.54 KB
11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.srt 2.46 KB
1. Welcome to the course!/3. BONUS Learning Paths.html 2.37 KB
19. Bonus Lectures/1. YOUR SPECIAL BONUS.html 2.36 KB
16. A3C Visualization/2. THANK YOU bonus video.srt 2.31 KB
15. A3C Implementation/1. Plan of Attack.html 1.86 KB
7. Deep Q-Learning Implementation/1. Plan of Attack.html 1.84 KB
11. Deep Convolutional Q-Learning Implementation/1. Plan of Attack.html 1.82 KB
1. Welcome to the course!/8. FAQBot!.html 1.76 KB
1. Welcome to the course!/5. BONUS Meet Your Instructors.html 1.63 KB
1. Welcome to the course!/2. Course Structure.html 1.59 KB
2. ---------- Part 0 - Fundamentals Of Reinforcement Learning ----------/1. Welcome to Part 0 - Fundamentals of Reinforcement Learning.html 1.2 KB
5. ---------- Part 1 - Deep Q-Learning ----------/1. Welcome to Part 1 - Deep Q-Learning.html 1.13 KB
1. Welcome to the course!/7. This PDF resource will help you a lot!.html 755 B
9. ---------- Part 2 - Deep Convolutional Q-Learning ----------/1. Welcome to Part 2 - Deep Convolutional Q-Learning.html 671 B
13. ---------- Part 3 - A3C ----------/1. Welcome to Part 3 - A3C.html 497 B
11. Deep Convolutional Q-Learning Implementation/2. Where to get the Materials.html 440 B
15. A3C Implementation/2. Where to get the Materials.html 416 B
8. Deep Q-Learning Visualization/5. Challenge Solutions.html 416 B
7. Deep Q-Learning Implementation/2. Where to get the Materials.html 407 B
0. Websites you may like/[FCS Forum].url 133 B
0. Websites you may like/[FreeCourseSite.com].url 127 B
0. Websites you may like/[CourseClub.ME].url 122 B
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