Deep Reinforcement Learning | 062557B806B4713E0B624E1DD8489A3FD0457F27

Deep Reinforcement Learning

Name	Deep Reinforcement Learning 2.0	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	5.1 GB
Total Files	178
Hash	062557B806B4713E0B624E1DD8489A3FD0457F27

/.../2. Part 2 - Twin Delayed DDPG Theory/
2. The Q-Learning part.mp4	185.2 MB
1. Introduction and Initialization.mp4	130.8 MB
1. Introduction and Initialization.srt	20.7 KB
1. Introduction and Initialization.vtt	18.1 KB
2. The Q-Learning part.srt	27.8 KB
2. The Q-Learning part.vtt	24.1 KB
3. The Policy Learning part.mp4	173.1 MB
3. The Policy Learning part.srt	19.2 KB
3. The Policy Learning part.vtt	16.8 KB
4. The whole training process.mp4	47.4 MB
4. The whole training process.srt	5.1 KB
4. The whole training process.vtt	4.6 KB
/
Visit Coursedrive.org.url	0.1 KB
ReadMe.txt	0.2 KB
/Deep Reinforcement Learning 2.0/
ReadMe.txt	0.2 KB
Visit Coursedrive.org.url	0.1 KB
/1. Part 1 - Fundamentals/
1. Welcome.mp4	129.8 MB
1. Welcome.srt	24.2 KB
1. Welcome.vtt	21.2 KB
2. Some resources before we start.html	1.1 KB
3. Q-Learning.mp4	85.4 MB
3. Q-Learning.srt	15.4 KB
3. Q-Learning.vtt	13.6 KB
4. Deep Q-Learning.mp4	72.1 MB
4. Deep Q-Learning.srt	9.8 KB
4. Deep Q-Learning.vtt	8.7 KB
5. Policy Gradient.mp4	62.9 MB
5. Policy Gradient.srt	9.2 KB
5. Policy Gradient.vtt	8.1 KB
6. Actor-Critic.mp4	39.0 MB
6. Actor-Critic.srt	5.9 KB
6. Actor-Critic.vtt	5.2 KB
7. Taxonomy of AI models.mp4	58.1 MB
7. Taxonomy of AI models.srt	10.8 KB
7. Taxonomy of AI models.vtt	9.5 KB
8. BONUS 5 Advantages of DRL.html	1.6 KB
9. BONUS RL Algorithms Map.html	1.1 KB
/.../3. Part 3 - Twin Delayed DDPG Implementation/
1. The whole code folder of the course with all the implementations.html	0.8 KB
1.1 Deep Reinforcement Learning 2.0.zip.zip	3.7 MB
2. Beginning.mp4	40.8 MB
2. Beginning.srt	8.6 KB
2. Beginning.vtt	7.6 KB
3. Implementation - Step 1.mp4	146.0 MB
3. Implementation - Step 1.srt	20.6 KB
3. Implementation - Step 1.vtt	17.9 KB
4. Implementation - Step 2.mp4	148.0 MB
4. Implementation - Step 2.srt	20.6 KB
4. Implementation - Step 2.vtt	18.0 KB
5. Implementation - Step 3.mp4	134.1 MB
5. Implementation - Step 3.srt	18.2 KB
5. Implementation - Step 3.vtt	15.9 KB
6. Implementation - Step 4.mp4	144.5 MB
6. Implementation - Step 4.srt	18.5 KB
6. Implementation - Step 4.vtt	16.3 KB
7. Implementation - Step 5.mp4	109.8 MB
7. Implementation - Step 5.srt	14.8 KB
7. Implementation - Step 5.vtt	13.0 KB
8. Implementation - Step 6.mp4	105.3 MB
8. Implementation - Step 6.srt	14.3 KB
8. Implementation - Step 6.vtt	12.3 KB
9. Implementation - Step 7.mp4	47.2 MB
9. Implementation - Step 7.srt	6.7 KB
9. Implementation - Step 7.vtt	5.8 KB
10. Implementation - Step 8.mp4	82.9 MB
10. Implementation - Step 8.srt	10.2 KB
10. Implementation - Step 8.vtt	9.0 KB
11. Implementation - Step 9.mp4	46.7 MB
11. Implementation - Step 9.srt	5.4 KB
11. Implementation - Step 9.vtt	4.7 KB
12. Implementation - Step 10.mp4	44.7 MB
12. Implementation - Step 10.srt	5.6 KB
12. Implementation - Step 10.vtt	5.0 KB
13. Implementation - Step 11.mp4	88.9 MB
13. Implementation - Step 11.srt	10.6 KB
13. Implementation - Step 11.vtt	9.3 KB
14. Implementation - Step 12.mp4	47.3 MB
14. Implementation - Step 12.srt	6.2 KB
14. Implementation - Step 12.vtt	5.3 KB
15. Implementation - Step 13.mp4	68.1 MB
15. Implementation - Step 13.srt	8.2 KB
15. Implementation - Step 13.vtt	7.2 KB
16. Implementation - Step 14.mp4	86.4 MB
16. Implementation - Step 14.srt	10.5 KB
16. Implementation - Step 14.vtt	9.1 KB
17. Implementation - Step 15.mp4	170.3 MB
17. Implementation - Step 15.srt	19.7 KB
17. Implementation - Step 15.vtt	17.2 KB
18. Implementation - Step 16.mp4	111.3 MB
18. Implementation - Step 16.srt	12.9 KB
18. Implementation - Step 16.vtt	11.2 KB
19. Implementation - Step 17.mp4	77.6 MB
19. Implementation - Step 17.srt	8.2 KB
19. Implementation - Step 17.vtt	7.3 KB
20. Implementation - Step 18.mp4	154.1 MB
20. Implementation - Step 18.srt	20.5 KB
20. Implementation - Step 18.vtt	17.9 KB
21. Implementation - Step 19.mp4	138.0 MB
21. Implementation - Step 19.srt	17.2 KB
21. Implementation - Step 19.vtt	15.0 KB
22. Implementation - Step 20.mp4	66.1 MB
22. Implementation - Step 20.srt	7.7 KB
22. Implementation - Step 20.vtt	6.9 KB
/.../4. The Final Demo!/
1. Demo - Training.mp4	184.1 MB
1. Demo - Training.srt	28.8 KB
1. Demo - Training.vtt	24.9 KB
2. Demo - Inference.mp4	125.3 MB
2. Demo - Inference.srt	16.2 KB
2. Demo - Inference.vtt	14.0 KB
/.../5. Annex 1 - Artificial Neural Networks/
1. Plan of Attack.mp4	12.4 MB
1. Plan of Attack.srt	4.1 KB
1. Plan of Attack.vtt	3.7 KB
2. The Neuron.mp4	103.6 MB
2. The Neuron.srt	25.6 KB
2. The Neuron.vtt	22.4 KB
3. The Activation Function.mp4	47.6 MB
3. The Activation Function.srt	12.3 KB
3. The Activation Function.vtt	10.8 KB
4. How do Neural Networks Work.mp4	85.9 MB
4. How do Neural Networks Work.srt	19.5 KB
4. How do Neural Networks Work.vtt	17.3 KB
5. How do Neural Networks Learn.mp4	117.6 MB
5. How do Neural Networks Learn.srt	19.6 KB
5. How do Neural Networks Learn.vtt	17.1 KB
6. Gradient Descent.mp4	63.5 MB
6. Gradient Descent.srt	14.5 KB
6. Gradient Descent.vtt	12.7 KB
7. Stochastic Gradient Descent.mp4	70.5 MB
7. Stochastic Gradient Descent.srt	12.6 KB
7. Stochastic Gradient Descent.vtt	11.1 KB
8. Backpropagation.mp4	45.2 MB
8. Backpropagation.srt	7.5 KB
8. Backpropagation.vtt	6.6 KB
/6. Annex 2 - Q-Learning/
1. Plan of Attack.mp4	19.5 MB
1. Plan of Attack.srt	6.0 KB
1. Plan of Attack.vtt	5.3 KB
2. What is Reinforcement Learning.mp4	71.9 MB
2. What is Reinforcement Learning.srt	18.7 KB
2. What is Reinforcement Learning.vtt	16.5 KB
3. The Bellman Equation.mp4	99.7 MB
3. The Bellman Equation.srt	32.0 KB
3. The Bellman Equation.vtt	27.8 KB
4. The Plan.mp4	13.0 MB
4. The Plan.srt	3.9 KB
4. The Plan.vtt	3.4 KB
5. Markov Decision Process.mp4	98.9 MB
5. Markov Decision Process.srt	27.8 KB
5. Markov Decision Process.vtt	24.2 KB
6. Policy vs Plan.mp4	75.2 MB
6. Policy vs Plan.srt	22.3 KB
6. Policy vs Plan.vtt	19.4 KB
7. Living Penalty.mp4	64.4 MB
7. Living Penalty.srt	14.6 KB
7. Living Penalty.vtt	12.9 KB
8. Q-Learning Intuition.mp4	82.9 MB
8. Q-Learning Intuition.srt	22.2 KB
8. Q-Learning Intuition.vtt	19.5 KB
9. Temporal Difference.mp4	101.9 MB
9. Temporal Difference.srt	29.5 KB
9. Temporal Difference.vtt	25.8 KB
10. Q-Learning Visualization.mp4	115.3 MB
10. Q-Learning Visualization.srt	22.1 KB
10. Q-Learning Visualization.vtt	19.0 KB
/.../7. Annex 3 - Deep Q-Learning/
1. Plan of Attack.mp4	9.1 MB
1. Plan of Attack.srt	3.7 KB
1. Plan of Attack.vtt	3.3 KB
2. Deep Q-Learning Intuition - Step 1.mp4	105.1 MB
2. Deep Q-Learning Intuition - Step 1.srt	23.0 KB
2. Deep Q-Learning Intuition - Step 1.vtt	20.2 KB
3. Deep Q-Learning Intuition - Step 2.mp4	45.3 MB
3. Deep Q-Learning Intuition - Step 2.srt	10.0 KB
3. Deep Q-Learning Intuition - Step 2.vtt	8.8 KB
4. Experience Replay.mp4	120.7 MB
4. Experience Replay.srt	24.4 KB
4. Experience Replay.vtt	21.4 KB
5. Action Selection Policies.mp4	143.8 MB
5. Action Selection Policies.srt	24.6 KB
5. Action Selection Policies.vtt	21.8 KB
/8. Bonus Lectures/
1. YOUR SPECIAL BONUS.html	1.1 KB
Total files 178