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最近下载：2025-05-16
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文档列表

12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.mp4 162.5 MB
3. Q-Learning Intuition/6. Policy vs Plan.vtt 131.8 MB
16. A3C Visualization/1. Watching our AI play Breakout.mp4 95.1 MB
8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.mp4 73.2 MB
16. A3C Visualization/2. THANK YOU bonus video.mp4 54.8 MB
1. Welcome to the course!/6. Updates on Udemy Reviews.mp4 53.9 MB
4. Q-Learning Visualization/1. Q-Learning Visualization.mp4 51.9 MB
11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.mp4 47.8 MB
7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.mp4 46.5 MB
18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.mp4 42.2 MB
14. A3C Intuition/2. The three A's in A3C.mp4 40.6 MB
3. Q-Learning Intuition/9. Temporal Difference.mp4 40.5 MB
11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.mp4 39.4 MB
7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.mp4 38.3 MB
3. Q-Learning Intuition/3. The Bellman Equation.mp4 37.2 MB
6. Deep Q-Learning Intuition/5. Action Selection Policies.mp4 36.6 MB
15. A3C Implementation/14. Breakout - Step 12.mp4 36.1 MB
7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.mp4 35.8 MB
18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.mp4 35.1 MB
18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.mp4 34.2 MB
7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.mp4 34.0 MB
6. Deep Q-Learning Intuition/4. Experience Replay.mp4 33.8 MB
14. A3C Intuition/5. Advantage.mp4 33.5 MB
3. Q-Learning Intuition/5. Markov Decision Process.mp4 33.1 MB
14. A3C Intuition/6. LSTM Layer.mp4 32.5 MB
6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.mp4 32.5 MB
7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.mp4 32.1 MB
11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.mp4 31.5 MB
18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.mp4 31.4 MB
3. Q-Learning Intuition/8. Q-Learning Intuition.mp4 31.2 MB
7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.mp4 31.0 MB
11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.mp4 31.0 MB
17. Annex 1 Artificial Neural Networks/3. The Neuron.mp4 30.2 MB
17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.mp4 29.7 MB
18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.mp4 29.6 MB
15. A3C Implementation/6. Breakout - Step 4.mp4 28.5 MB
7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.mp4 28.4 MB
15. A3C Implementation/8. Breakout - Step 6.mp4 28.4 MB
3. Q-Learning Intuition/6. Policy vs Plan.mp4 27.1 MB
17. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.mp4 26.7 MB
15. A3C Implementation/3. Breakout - Step 1.mp4 26.2 MB
15. A3C Implementation/7. Breakout - Step 5.mp4 25.9 MB
15. A3C Implementation/11. Breakout - Step 9.mp4 25.6 MB
15. A3C Implementation/5. Breakout - Step 3.mp4 25.3 MB
14. A3C Intuition/4. Asynchronous.mp4 25.0 MB
11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.mp4 24.7 MB
1. Welcome to the course!/4. Installing Anaconda.mp4 24.0 MB
7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.mp4 24.0 MB
15. A3C Implementation/10. Breakout - Step 8.mp4 23.9 MB
17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.mp4 23.7 MB
8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.mp4 23.4 MB
7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.mp4 23.2 MB
11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.mp4 22.5 MB
3. Q-Learning Intuition/2. What is reinforcement learning.mp4 21.3 MB
3. Q-Learning Intuition/7. Adding a Living Penalty.mp4 21.0 MB
11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.mp4 20.8 MB
15. A3C Implementation/9. Breakout - Step 7.mp4 20.7 MB
11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.vtt 20.4 MB
15. A3C Implementation/15. Breakout - Step 13.mp4 20.3 MB
11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.mp4 20.2 MB
11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.mp4 20.1 MB
11. Deep Convolutional Q-Learning Implementation/5. Doom - Step 3.mp4 19.7 MB
8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.mp4 19.4 MB
11. Deep Convolutional Q-Learning Implementation/4. Doom - Step 2.mp4 19.3 MB
11. Deep Convolutional Q-Learning Implementation/4. Doom - Step 2.vtt 19.3 MB
15. A3C Implementation/12. Breakout - Step 10.mp4 19.1 MB
7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.mp4 19.0 MB
17. Annex 1 Artificial Neural Networks/7. Gradient Descent.mp4 19.0 MB
17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.mp4 17.1 MB
10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.mp4 16.8 MB
7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.mp4 16.6 MB
10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.mp4 16.4 MB
11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.mp4 15.3 MB
15. A3C Implementation/4. Breakout - Step 2.mp4 15.3 MB
17. Annex 1 Artificial Neural Networks/4. The Activation Function.mp4 15.2 MB
11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.mp4 14.8 MB
11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.mp4 14.8 MB
7. Deep Q-Learning Implementation/3. Getting Started.mp4 14.4 MB
14. A3C Intuition/3. Actor-Critic.mp4 14.4 MB
18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.mp4 14.1 MB
7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.mp4 13.5 MB
6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.mp4 13.4 MB
1. Welcome to the course!/1. Why AI.mp4 13.2 MB
7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.mp4 12.4 MB
8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.mp4 12.4 MB
15. A3C Implementation/16. Breakout - Step 14.mp4 12.3 MB
7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.mp4 12.3 MB
7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.mp4 12.2 MB
15. A3C Implementation/13. Breakout - Step 11.mp4 11.7 MB
17. Annex 1 Artificial Neural Networks/9. Backpropagation.mp4 11.2 MB
11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.mp4 10.5 MB
11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.mp4 10.3 MB
11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.mp4 8.7 MB
18. Annex 2 Convolutional Neural Networks/8. Summary.mp4 8.2 MB
3. Q-Learning Intuition/1. Plan of Attack.mp4 7.1 MB
7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.mp4 7.1 MB
18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.mp4 6.1 MB
14. A3C Intuition/1. Plan of Attack.mp4 6.1 MB
10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.mp4 5.8 MB
17. Annex 1 Artificial Neural Networks/2. Plan of Attack.mp4 4.9 MB
3. Q-Learning Intuition/4. The Plan.mp4 4.7 MB
6. Deep Q-Learning Intuition/1. Plan of Attack.mp4 3.9 MB
18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.mp4 3.3 MB
1. Welcome to the course!/7.1 Artificial_Intelligence_A_Z___Learn_How_To_Build_An_AI (2).pdf.pdf 1.5 MB
3. Q-Learning Intuition/3. The Bellman Equation.vtt 26.9 kB
12. Deep Convolutional Q-Learning Visualization/1. Watching our AI play Doom.vtt 26.5 kB
3. Q-Learning Intuition/9. Temporal Difference.vtt 25.7 kB
18. Annex 2 Convolutional Neural Networks/7. Step 4 - Full Connection.vtt 25.7 kB
3. Q-Learning Intuition/5. Markov Decision Process.vtt 23.8 kB
11. Deep Convolutional Q-Learning Implementation/19. Doom - Step 17.vtt 23.8 kB
18. Annex 2 Convolutional Neural Networks/9. Softmax & Cross-Entropy.vtt 22.7 kB
17. Annex 1 Artificial Neural Networks/3. The Neuron.vtt 22.4 kB
14. A3C Intuition/6. LSTM Layer.vtt 21.6 kB
6. Deep Q-Learning Intuition/5. Action Selection Policies.vtt 21.6 kB
7. Deep Q-Learning Implementation/12. Self Driving Car - Step 9.vtt 21.2 kB
6. Deep Q-Learning Intuition/4. Experience Replay.vtt 21.2 kB
18. Annex 2 Convolutional Neural Networks/3. Step 1 - Convolution Operation.vtt 20.9 kB
7. Deep Q-Learning Implementation/5. Self Driving Car - Step 2.vtt 20.7 kB
14. A3C Intuition/5. Advantage.vtt 20.3 kB
6. Deep Q-Learning Intuition/2. Deep Q-Learning Intuition - Learning.vtt 20.1 kB
18. Annex 2 Convolutional Neural Networks/2. What are convolutional neural networks.vtt 19.8 kB
3. Q-Learning Intuition/8. Q-Learning Intuition.vtt 19.6 kB
11. Deep Convolutional Q-Learning Implementation/16. Doom - Step 14.vtt 19.5 kB
7. Deep Q-Learning Implementation/14. Self Driving Car - Step 11.vtt 19.0 kB
18. Annex 2 Convolutional Neural Networks/5. Step 2 - Pooling.vtt 18.8 kB
7. Deep Q-Learning Implementation/7. Self Driving Car - Step 4.vtt 18.7 kB
4. Q-Learning Visualization/1. Q-Learning Visualization.vtt 18.7 kB
11. Deep Convolutional Q-Learning Implementation/7. Doom - Step 5.vtt 18.2 kB
15. A3C Implementation/14. Breakout - Step 12.vtt 17.7 kB
7. Deep Q-Learning Implementation/13. Self Driving Car - Step 10.vtt 17.6 kB
17. Annex 1 Artificial Neural Networks/5. How do Neural Networks work.vtt 17.2 kB
17. Annex 1 Artificial Neural Networks/6. How do Neural Networks learn.vtt 16.9 kB
3. Q-Learning Intuition/2. What is reinforcement learning.vtt 16.4 kB
14. A3C Intuition/4. Asynchronous.vtt 16.3 kB
17. Annex 1 Artificial Neural Networks/1. What is Deep Learning.vtt 16.3 kB
7. Deep Q-Learning Implementation/15. Self Driving Car - Step 12.vtt 15.9 kB
15. A3C Implementation/6. Breakout - Step 4.vtt 15.8 kB
15. A3C Implementation/8. Breakout - Step 6.vtt 15.0 kB
7. Deep Q-Learning Implementation/16. Self Driving Car - Step 13.vtt 14.9 kB
15. A3C Implementation/10. Breakout - Step 8.vtt 14.2 kB
15. A3C Implementation/5. Breakout - Step 3.vtt 14.0 kB
11. Deep Convolutional Q-Learning Implementation/6. Doom - Step 4.vtt 13.8 kB
15. A3C Implementation/3. Breakout - Step 1.vtt 13.8 kB
15. A3C Implementation/11. Breakout - Step 9.vtt 13.5 kB
7. Deep Q-Learning Implementation/11. Self Driving Car - Step 8.vtt 13.4 kB
15. A3C Implementation/7. Breakout - Step 5.vtt 13.1 kB
11. Deep Convolutional Q-Learning Implementation/18. Doom - Step 16.vtt 12.8 kB
3. Q-Learning Intuition/7. Adding a Living Penalty.vtt 12.7 kB
17. Annex 1 Artificial Neural Networks/7. Gradient Descent.vtt 12.6 kB
8. Deep Q-Learning Visualization/1. Self Driving Car - Level 1.vtt 12.2 kB
7. Deep Q-Learning Implementation/4. Self Driving Car - Step 1.vtt 12.0 kB
16. A3C Visualization/1. Watching our AI play Breakout.vtt 11.6 kB
10. Deep Convolutional Q-Learning Intuition/3. Eligibility Trace.vtt 11.5 kB
17. Annex 1 Artificial Neural Networks/8. Stochastic Gradient Descent.vtt 11.0 kB
17. Annex 1 Artificial Neural Networks/4. The Activation Function.vtt 10.8 kB
15. A3C Implementation/15. Breakout - Step 13.vtt 10.5 kB
15. A3C Implementation/4. Breakout - Step 2.vtt 10.4 kB
11. Deep Convolutional Q-Learning Implementation/17. Doom - Step 15.vtt 10.3 kB
11. Deep Convolutional Q-Learning Implementation/12. Doom - Step 10.vtt 10.3 kB
15. A3C Implementation/9. Breakout - Step 7.vtt 10.0 kB
10. Deep Convolutional Q-Learning Intuition/2. Deep Convolutional Q-Learning Intuition.vtt 9.5 kB
15. A3C Implementation/12. Breakout - Step 10.vtt 9.4 kB
14. A3C Intuition/3. Actor-Critic.vtt 9.2 kB
11. Deep Convolutional Q-Learning Implementation/10. Doom - Step 8.vtt 8.9 kB
7. Deep Q-Learning Implementation/19. Self Driving Car - Step 16.vtt 8.7 kB
11. Deep Convolutional Q-Learning Implementation/15. Doom - Step 13.vtt 8.7 kB
6. Deep Q-Learning Intuition/3. Deep Q-Learning Intuition - Acting.vtt 8.6 kB
11. Deep Convolutional Q-Learning Implementation/13. Doom - Step 11.vtt 8.5 kB
11. Deep Convolutional Q-Learning Implementation/8. Doom - Step 6.vtt 8.4 kB
18. Annex 2 Convolutional Neural Networks/4. Step 1(b) - ReLU Layer.vtt 8.3 kB
7. Deep Q-Learning Implementation/6. Self Driving Car - Step 3.vtt 8.1 kB
7. Deep Q-Learning Implementation/3. Getting Started.vtt 8.0 kB
7. Deep Q-Learning Implementation/8. Self Driving Car - Step 5.vtt 7.9 kB
11. Deep Convolutional Q-Learning Implementation/3. Doom - Step 1.vtt 7.7 kB
7. Deep Q-Learning Implementation/9. Self Driving Car - Step 6.vtt 7.5 kB
7. Deep Q-Learning Implementation/10. Self Driving Car - Step 7.vtt 7.4 kB
1. Welcome to the course!/1. Why AI.vtt 7.2 kB
7. Deep Q-Learning Implementation/18. Self Driving Car - Step 15.vtt 7.1 kB
8. Deep Q-Learning Visualization/3. Self Driving Car - Level 3.vtt 7.0 kB
15. A3C Implementation/16. Breakout - Step 14.vtt 6.8 kB
17. Annex 1 Artificial Neural Networks/9. Backpropagation.vtt 6.5 kB
8. Deep Q-Learning Visualization/4. Self Driving Car - Level 4.vtt 6.3 kB
15. A3C Implementation/13. Breakout - Step 11.vtt 6.1 kB
14. A3C Intuition/2. The three A's in A3C.vtt 6.0 kB
11. Deep Convolutional Q-Learning Implementation/9. Doom - Step 7.vtt 6.0 kB
8. Deep Q-Learning Visualization/2. Self Driving Car - Level 2.vtt 5.9 kB
11. Deep Convolutional Q-Learning Implementation/14. Doom - Step 12.vtt 5.6 kB
18. Annex 2 Convolutional Neural Networks/8. Summary.vtt 5.5 kB
3. Q-Learning Intuition/1. Plan of Attack.vtt 5.1 kB
11. Deep Convolutional Q-Learning Implementation/11. Doom - Step 9.vtt 4.9 kB
14. A3C Intuition/1. Plan of Attack.vtt 4.8 kB
18. Annex 2 Convolutional Neural Networks/1. Plan of Attack.vtt 4.7 kB
10. Deep Convolutional Q-Learning Intuition/1. Plan of Attack.vtt 4.4 kB
1. Welcome to the course!/4. Installing Anaconda.vtt 4.3 kB
7. Deep Q-Learning Implementation/17. Self Driving Car - Step 14.vtt 3.8 kB
17. Annex 1 Artificial Neural Networks/2. Plan of Attack.vtt 3.6 kB
3. Q-Learning Intuition/4. The Plan.vtt 3.3 kB
6. Deep Q-Learning Intuition/1. Plan of Attack.vtt 3.3 kB
1. Welcome to the course!/6. Updates on Udemy Reviews.vtt 3.3 kB
1. Welcome to the course!/3. BONUS Learning Paths.html 2.4 kB
19. Bonus Lectures/1. YOUR SPECIAL BONUS.html 2.4 kB
18. Annex 2 Convolutional Neural Networks/6. Step 3 - Flattening.vtt 2.3 kB
16. A3C Visualization/2. THANK YOU bonus video.vtt 2.1 kB
15. A3C Implementation/1. Plan of Attack.html 1.9 kB
7. Deep Q-Learning Implementation/1. Plan of Attack.html 1.9 kB
11. Deep Convolutional Q-Learning Implementation/1. Plan of Attack.html 1.9 kB
1. Welcome to the course!/8. FAQBot!.html 1.8 kB
1. Welcome to the course!/5. BONUS Meet Your Instructors.html 1.7 kB
1. Welcome to the course!/2. Course Structure.html 1.6 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 1.2 kB
1. Welcome to the course!/7. This PDF resource will help you a lot!.html 755 Bytes
9. ---------- Part 2 - Deep Convolutional Q-Learning ----------/1. Welcome to Part 2 - Deep Convolutional Q-Learning.html 671 Bytes
13. ---------- Part 3 - A3C ----------/1. Welcome to Part 3 - A3C.html 497 Bytes
11. Deep Convolutional Q-Learning Implementation/2. Where to get the Materials.html 440 Bytes
15. A3C Implementation/2. Where to get the Materials.html 416 Bytes
8. Deep Q-Learning Visualization/5. Challenge Solutions.html 416 Bytes
7. Deep Q-Learning Implementation/2. Where to get the Materials.html 407 Bytes
[FreeCourseLab.com].url 126 Bytes

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