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| 1.1 Deep Reinforcement Learning 2.0.zip.zip |
3.51Мб |
| 1. Demo - Training.mp4 |
175.54Мб |
| 1. Demo - Training.srt |
28.11Кб |
| 1. Demo - Training.vtt |
24.33Кб |
| 1. Introduction and Initialization.mp4 |
124.70Мб |
| 1. Introduction and Initialization.srt |
20.17Кб |
| 1. Introduction and Initialization.vtt |
17.71Кб |
| 1. Plan of Attack.mp4 |
11.85Мб |
| 1. Plan of Attack.mp4 |
18.55Мб |
| 1. Plan of Attack.mp4 |
8.70Мб |
| 1. Plan of Attack.srt |
4.03Кб |
| 1. Plan of Attack.srt |
5.82Кб |
| 1. Plan of Attack.srt |
3.59Кб |
| 1. Plan of Attack.vtt |
3.57Кб |
| 1. Plan of Attack.vtt |
5.15Кб |
| 1. Plan of Attack.vtt |
3.21Кб |
| 1. The whole code folder of the course with all the implementations.html |
759б |
| 1. Welcome.mp4 |
123.76Мб |
| 1. Welcome.srt |
23.67Кб |
| 1. Welcome.vtt |
20.67Кб |
| 1. YOUR SPECIAL BONUS.html |
1.11Кб |
| 10. Implementation - Step 8.mp4 |
79.07Мб |
| 10. Implementation - Step 8.srt |
9.98Кб |
| 10. Implementation - Step 8.vtt |
8.82Кб |
| 10. Q-Learning Visualization.mp4 |
110.00Мб |
| 10. Q-Learning Visualization.srt |
21.61Кб |
| 10. Q-Learning Visualization.vtt |
18.54Кб |
| 11. Implementation - Step 9.mp4 |
44.57Мб |
| 11. Implementation - Step 9.srt |
5.31Кб |
| 11. Implementation - Step 9.vtt |
4.60Кб |
| 12. Implementation - Step 10.mp4 |
42.68Мб |
| 12. Implementation - Step 10.srt |
5.50Кб |
| 12. Implementation - Step 10.vtt |
4.84Кб |
| 13. Implementation - Step 11.mp4 |
84.76Мб |
| 13. Implementation - Step 11.srt |
10.35Кб |
| 13. Implementation - Step 11.vtt |
9.11Кб |
| 14. Implementation - Step 12.mp4 |
45.08Мб |
| 14. Implementation - Step 12.srt |
6.03Кб |
| 14. Implementation - Step 12.vtt |
5.22Кб |
| 15. Implementation - Step 13.mp4 |
64.94Мб |
| 15. Implementation - Step 13.srt |
8.01Кб |
| 15. Implementation - Step 13.vtt |
6.99Кб |
| 16. Implementation - Step 14.mp4 |
82.35Мб |
| 16. Implementation - Step 14.srt |
10.21Кб |
| 16. Implementation - Step 14.vtt |
8.87Кб |
| 17. Implementation - Step 15.mp4 |
162.45Мб |
| 17. Implementation - Step 15.srt |
19.20Кб |
| 17. Implementation - Step 15.vtt |
16.77Кб |
| 18. Implementation - Step 16.mp4 |
106.14Мб |
| 18. Implementation - Step 16.srt |
12.56Кб |
| 18. Implementation - Step 16.vtt |
10.91Кб |
| 19. Implementation - Step 17.mp4 |
73.98Мб |
| 19. Implementation - Step 17.srt |
8.03Кб |
| 19. Implementation - Step 17.vtt |
7.11Кб |
| 2. Beginning.mp4 |
38.87Мб |
| 2. Beginning.srt |
8.42Кб |
| 2. Beginning.vtt |
7.41Кб |
| 2. Deep Q-Learning Intuition - Step 1.mp4 |
100.19Мб |
| 2. Deep Q-Learning Intuition - Step 1.srt |
22.42Кб |
| 2. Deep Q-Learning Intuition - Step 1.vtt |
19.76Кб |
| 2. Demo - Inference.mp4 |
119.53Мб |
| 2. Demo - Inference.srt |
15.84Кб |
| 2. Demo - Inference.vtt |
13.66Кб |
| 2. Some resources before we start.html |
1.04Кб |
| 2. The Neuron.mp4 |
98.78Мб |
| 2. The Neuron.srt |
24.96Кб |
| 2. The Neuron.vtt |
21.89Кб |
| 2. The Q-Learning part.mp4 |
176.62Мб |
| 2. The Q-Learning part.srt |
27.17Кб |
| 2. The Q-Learning part.vtt |
23.49Кб |
| 2. What is Reinforcement Learning.mp4 |
68.59Мб |
| 2. What is Reinforcement Learning.srt |
18.22Кб |
| 2. What is Reinforcement Learning.vtt |
16.12Кб |
| 20. Implementation - Step 18.mp4 |
147.00Мб |
| 20. Implementation - Step 18.srt |
20.03Кб |
| 20. Implementation - Step 18.vtt |
17.51Кб |
| 21. Implementation - Step 19.mp4 |
131.65Мб |
| 21. Implementation - Step 19.srt |
16.79Кб |
| 21. Implementation - Step 19.vtt |
14.68Кб |
| 22. Implementation - Step 20.mp4 |
63.03Мб |
| 22. Implementation - Step 20.srt |
7.55Кб |
| 22. Implementation - Step 20.vtt |
6.71Кб |
| 3. Deep Q-Learning Intuition - Step 2.mp4 |
43.17Мб |
| 3. Deep Q-Learning Intuition - Step 2.srt |
9.75Кб |
| 3. Deep Q-Learning Intuition - Step 2.vtt |
8.57Кб |
| 3. Implementation - Step 1.mp4 |
139.28Мб |
| 3. Implementation - Step 1.srt |
20.12Кб |
| 3. Implementation - Step 1.vtt |
17.53Кб |
| 3. Q-Learning.mp4 |
81.46Мб |
| 3. Q-Learning.srt |
15.06Кб |
| 3. Q-Learning.vtt |
13.31Кб |
| 3. The Activation Function.mp4 |
45.37Мб |
| 3. The Activation Function.srt |
12.04Кб |
| 3. The Activation Function.vtt |
10.58Кб |
| 3. The Bellman Equation.mp4 |
95.08Мб |
| 3. The Bellman Equation.srt |
31.28Кб |
| 3. The Bellman Equation.vtt |
27.15Кб |
| 3. The Policy Learning part.mp4 |
165.08Мб |
| 3. The Policy Learning part.srt |
18.79Кб |
| 3. The Policy Learning part.vtt |
16.41Кб |
| 4. Deep Q-Learning.mp4 |
68.80Мб |
| 4. Deep Q-Learning.srt |
9.54Кб |
| 4. Deep Q-Learning.vtt |
8.50Кб |
| 4. Experience Replay.mp4 |
115.08Мб |
| 4. Experience Replay.srt |
23.87Кб |
| 4. Experience Replay.vtt |
20.93Кб |
| 4. How do Neural Networks Work.mp4 |
81.96Мб |
| 4. How do Neural Networks Work.srt |
19.07Кб |
| 4. How do Neural Networks Work.vtt |
16.86Кб |
| 4. Implementation - Step 2.mp4 |
141.15Мб |
| 4. Implementation - Step 2.srt |
20.16Кб |
| 4. Implementation - Step 2.vtt |
17.54Кб |
| 4. The Plan.mp4 |
12.43Мб |
| 4. The Plan.srt |
3.79Кб |
| 4. The Plan.vtt |
3.30Кб |
| 4. The whole training process.mp4 |
45.21Мб |
| 4. The whole training process.srt |
5.02Кб |
| 4. The whole training process.vtt |
4.44Кб |
| 5. Action Selection Policies.mp4 |
137.13Мб |
| 5. Action Selection Policies.srt |
24.03Кб |
| 5. Action Selection Policies.vtt |
21.27Кб |
| 5. How do Neural Networks Learn.mp4 |
112.18Мб |
| 5. How do Neural Networks Learn.srt |
19.17Кб |
| 5. How do Neural Networks Learn.vtt |
16.71Кб |
| 5. Implementation - Step 3.mp4 |
127.89Мб |
| 5. Implementation - Step 3.srt |
17.76Кб |
| 5. Implementation - Step 3.vtt |
15.48Кб |
| 5. Markov Decision Process.mp4 |
94.33Мб |
| 5. Markov Decision Process.srt |
27.13Кб |
| 5. Markov Decision Process.vtt |
23.63Кб |
| 5. Policy Gradient.mp4 |
59.98Мб |
| 5. Policy Gradient.srt |
8.95Кб |
| 5. Policy Gradient.vtt |
7.93Кб |
| 6. Actor-Critic.mp4 |
37.23Мб |
| 6. Actor-Critic.srt |
5.77Кб |
| 6. Actor-Critic.vtt |
5.07Кб |
| 6. Gradient Descent.mp4 |
60.59Мб |
| 6. Gradient Descent.srt |
14.11Кб |
| 6. Gradient Descent.vtt |
12.36Кб |
| 6. Implementation - Step 4.mp4 |
137.82Мб |
| 6. Implementation - Step 4.srt |
18.09Кб |
| 6. Implementation - Step 4.vtt |
15.93Кб |
| 6. Policy vs Plan.mp4 |
71.71Мб |
| 6. Policy vs Plan.srt |
21.75Кб |
| 6. Policy vs Plan.vtt |
18.92Кб |
| 7. Implementation - Step 5.mp4 |
104.72Мб |
| 7. Implementation - Step 5.srt |
14.44Кб |
| 7. Implementation - Step 5.vtt |
12.68Кб |
| 7. Living Penalty.mp4 |
61.40Мб |
| 7. Living Penalty.srt |
14.28Кб |
| 7. Living Penalty.vtt |
12.64Кб |
| 7. Stochastic Gradient Descent.mp4 |
67.28Мб |
| 7. Stochastic Gradient Descent.srt |
12.27Кб |
| 7. Stochastic Gradient Descent.vtt |
10.85Кб |
| 7. Taxonomy of AI models.mp4 |
55.41Мб |
| 7. Taxonomy of AI models.srt |
10.53Кб |
| 7. Taxonomy of AI models.vtt |
9.25Кб |
| 8. Backpropagation.mp4 |
43.12Мб |
| 8. Backpropagation.srt |
7.28Кб |
| 8. Backpropagation.vtt |
6.45Кб |
| 8. BONUS 5 Advantages of DRL.html |
1.52Кб |
| 8. Implementation - Step 6.mp4 |
100.42Мб |
| 8. Implementation - Step 6.srt |
13.93Кб |
| 8. Implementation - Step 6.vtt |
12.04Кб |
| 8. Q-Learning Intuition.mp4 |
79.09Мб |
| 8. Q-Learning Intuition.srt |
21.72Кб |
| 8. Q-Learning Intuition.vtt |
19.09Кб |
| 9. BONUS RL Algorithms Map.html |
1.10Кб |
| 9. Implementation - Step 7.mp4 |
45.01Мб |
| 9. Implementation - Step 7.srt |
6.55Кб |
| 9. Implementation - Step 7.vtt |
5.66Кб |
| 9. Temporal Difference.mp4 |
97.17Мб |
| 9. Temporal Difference.srt |
28.79Кб |
| 9. Temporal Difference.vtt |
25.20Кб |
| ReadMe.txt |
220б |
| ReadMe.txt |
220б |
| Visit Coursedrive.org.url |
124б |
| Visit Coursedrive.org.url |
124б |