Download Udemy - Cutting-Edge AI: Deep Reinforcement Learning in Python Torrent

Udemy - Cutting-Edge AI: Deep Reinforcement Learning in Python

1. Welcome

2. Review of Fundamental Reinforcement Learning Concepts

1. Review Section Introduction.mp4	MP4	18.88 MB
1. Review Section Introduction.vtt	VTT	4.57 KB
2. The Explore-Exploit Dilemma.mp4	MP4	71.63 MB
2. The Explore-Exploit Dilemma.vtt	VTT	15.53 KB
3. Markov Decision Processes (MDPs).mp4	MP4	108.66 MB
3. Markov Decision Processes (MDPs).vtt	VTT	22.28 KB
4. Monte Carlo Methods.mp4	MP4	32.07 MB
4. Monte Carlo Methods.vtt	VTT	8.5 KB
5. Temporal Difference Learning (TD).mp4	MP4	78.57 MB
5. Temporal Difference Learning (TD).vtt	VTT	18.56 KB
6. OpenAI Gym Warmup.mp4	MP4	49.72 MB
6. OpenAI Gym Warmup.vtt	VTT	7.24 KB
7. Review Section Summary.mp4	MP4	31.17 MB
7. Review Section Summary.vtt	VTT	8.34 KB

3. A2C (Advantage Actor-Critic)

1. A2C Section Introduction.mp4	MP4	61.3 MB
1. A2C Section Introduction.vtt	VTT	9.21 KB
10. A2C.mp4	MP4	192.28 MB
10. A2C.vtt	VTT	19.74 KB
11. A2C Section Summary.mp4	MP4	32.72 MB
11. A2C Section Summary.vtt	VTT	7.8 KB
2. A2C Theory (part 1).mp4	MP4	96.21 MB
2. A2C Theory (part 1).vtt	VTT	22.8 KB
3. A2C Theory (part 2).mp4	MP4	32.59 MB
3. A2C Theory (part 2).vtt	VTT	7.95 KB
4. A2C Theory (part 3).mp4	MP4	14.22 MB
4. A2C Theory (part 3).vtt	VTT	3.41 KB
5. A2C Demo.mp4	MP4	27.42 MB
5. A2C Demo.vtt	VTT	2.45 KB
6. A2C Code - Rough Sketch.mp4	MP4	28.49 MB
6. A2C Code - Rough Sketch.vtt	VTT	8.12 KB
7. Multiple Processes.mp4	MP4	70.09 MB
7. Multiple Processes.vtt	VTT	9.58 KB
8. Environment Wrappers.mp4	MP4	128.58 MB
8. Environment Wrappers.vtt	VTT	13.31 KB
9. Convolutional Neural Network.mp4	MP4	45.66 MB
9. Convolutional Neural Network.vtt	VTT	6.07 KB

4. DDPG (Deep Deterministic Policy Gradient)

1. DDPG Section Introduction.mp4	MP4	23.92 MB
1. DDPG Section Introduction.vtt	VTT	3.89 KB
2. Deep Q-Learning (DQN) Review.mp4	MP4	45.16 MB
2. Deep Q-Learning (DQN) Review.vtt	VTT	10.48 KB
3. DDPG Theory.mp4	MP4	80.68 MB
3. DDPG Theory.vtt	VTT	20 KB
4. MuJoCo.mp4	MP4	110.45 MB
4. MuJoCo.vtt	VTT	21.08 KB
5. DDPG Code (part 1).mp4	MP4	193.58 MB
5. DDPG Code (part 1).vtt	VTT	19.97 KB
6. DDPG Code (part 2).mp4	MP4	64.82 MB
6. DDPG Code (part 2).vtt	VTT	6.18 KB
7. DDPG Section Summary.mp4	MP4	17.6 MB
7. DDPG Section Summary.vtt	VTT	4.65 KB

5. ES (Evolution Strategies)

1. ES Section Introduction.mp4	MP4	44.86 MB
1. ES Section Introduction.vtt	VTT	7.54 KB
2. ES Theory.mp4	MP4	108.21 MB
2. ES Theory.vtt	VTT	22.38 KB
3. Notes on Evolution Strategies.mp4	MP4	53.1 MB
3. Notes on Evolution Strategies.vtt	VTT	10.1 KB
4. ES for Optimizing a Function.mp4	MP4	46.51 MB
4. ES for Optimizing a Function.vtt	VTT	6.75 KB
5. ES for Supervised Learning.mp4	MP4	55.16 MB
5. ES for Supervised Learning.vtt	VTT	6.67 KB
6. Flappy Bird.mp4	MP4	60.92 MB
6. Flappy Bird.vtt	VTT	13.75 KB
7. ES for Flappy Bird in Code.mp4	MP4	142.23 MB
7. ES for Flappy Bird in Code.vtt	VTT	15.53 KB
8. ES for MuJoCo in Code.mp4	MP4	68.63 MB
8. ES for MuJoCo in Code.vtt	VTT	8.06 KB
9. ES Section Summary.mp4	MP4	28.64 MB
9. ES Section Summary.vtt	VTT	5.68 KB

6. Appendix FAQ

1. What is the Appendix.mp4	MP4	18.07 MB
1. What is the Appendix.vtt	VTT	3.29 KB
10. What order should I take your courses in (part 1).mp4	MP4	99.39 MB
10. What order should I take your courses in (part 1).vtt	VTT	14.17 KB
11. What order should I take your courses in (part 2).mp4	MP4	139.37 MB
11. What order should I take your courses in (part 2).vtt	VTT	20.24 KB
2. Windows-Focused Environment Setup 2018.mp4	MP4	194.34 MB
2. Windows-Focused Environment Setup 2018.vtt	VTT	17.33 KB
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	MP4	167.01 MB
3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt	VTT	12.59 KB
4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	MP4	117.54 MB
4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt	VTT	27.68 KB
5. How to Succeed in this Course (Long Version).mp4	MP4	39.26 MB
5. How to Succeed in this Course (Long Version).vtt	VTT	12.83 KB
6. How to Code by Yourself (part 1).mp4	MP4	82.57 MB
6. How to Code by Yourself (part 1).vtt	VTT	19.38 KB
7. How to Code by Yourself (part 2).mp4	MP4	56.7 MB
7. How to Code by Yourself (part 2).vtt	VTT	11.44 KB
8. Proof that using Jupyter Notebook is the same as not using it.mp4	MP4	78.27 MB
8. Proof that using Jupyter Notebook is the same as not using it.vtt	VTT	12.31 KB
9. Python 2 vs Python 3.mp4	MP4	18.98 MB
9. Python 2 vs Python 3.vtt	VTT	5.35 KB

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Udemy - Cutting-Edge AI: Deep Reinforcement Learning in Python

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