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1. Welcome/1. Introduction.mp4
29.55MB
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1. Welcome/1. Introduction.vtt
4.43KB
1. Welcome/2. Outline.mp4
54.25MB
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1. Welcome/2. Outline.vtt
9.31KB
1. Welcome/3. Where to get the code.mp4
24.45MB
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1. Welcome/3. Where to get the code.vtt
5.58KB
2. Review of Fundamental Reinforcement Learning Concepts/1. Review Section Introduction.mp4
18.88MB
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2. Review of Fundamental Reinforcement Learning Concepts/1. Review Section Introduction.vtt
4.57KB
2. Review of Fundamental Reinforcement Learning Concepts/2. The Explore-Exploit Dilemma.mp4
71.63MB
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2. Review of Fundamental Reinforcement Learning Concepts/2. The Explore-Exploit Dilemma.vtt
15.53KB
2. Review of Fundamental Reinforcement Learning Concepts/3. Markov Decision Processes (MDPs).mp4
108.66MB
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2. Review of Fundamental Reinforcement Learning Concepts/3. Markov Decision Processes (MDPs).vtt
22.28KB
2. Review of Fundamental Reinforcement Learning Concepts/4. Monte Carlo Methods.mp4
32.07MB
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2. Review of Fundamental Reinforcement Learning Concepts/4. Monte Carlo Methods.vtt
8.5KB
2. Review of Fundamental Reinforcement Learning Concepts/5. Temporal Difference Learning (TD).mp4
78.57MB
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2. Review of Fundamental Reinforcement Learning Concepts/5. Temporal Difference Learning (TD).vtt
18.56KB
2. Review of Fundamental Reinforcement Learning Concepts/6. OpenAI Gym Warmup.mp4
49.72MB
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2. Review of Fundamental Reinforcement Learning Concepts/6. OpenAI Gym Warmup.vtt
7.24KB
2. Review of Fundamental Reinforcement Learning Concepts/7. Review Section Summary.mp4
31.17MB
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2. Review of Fundamental Reinforcement Learning Concepts/7. Review Section Summary.vtt
8.34KB
3. A2C (Advantage Actor-Critic)/1. A2C Section Introduction.mp4
61.3MB
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3. A2C (Advantage Actor-Critic)/1. A2C Section Introduction.vtt
9.21KB
3. A2C (Advantage Actor-Critic)/10. A2C.mp4
192.28MB
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3. A2C (Advantage Actor-Critic)/10. A2C.vtt
19.74KB
3. A2C (Advantage Actor-Critic)/11. A2C Section Summary.mp4
32.72MB
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3. A2C (Advantage Actor-Critic)/11. A2C Section Summary.vtt
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3. A2C (Advantage Actor-Critic)/2. A2C Theory (part 1).mp4
96.21MB
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3. A2C (Advantage Actor-Critic)/2. A2C Theory (part 1).vtt
22.8KB
3. A2C (Advantage Actor-Critic)/3. A2C Theory (part 2).mp4
32.59MB
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7.95KB
3. A2C (Advantage Actor-Critic)/4. A2C Theory (part 3).mp4
14.22MB
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3.41KB
3. A2C (Advantage Actor-Critic)/5. A2C Demo.mp4
27.42MB
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2.45KB
3. A2C (Advantage Actor-Critic)/6. A2C Code - Rough Sketch.mp4
28.49MB
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8.12KB
3. A2C (Advantage Actor-Critic)/7. Multiple Processes.mp4
70.09MB
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9.58KB
3. A2C (Advantage Actor-Critic)/8. Environment Wrappers.mp4
128.58MB
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3. A2C (Advantage Actor-Critic)/8. Environment Wrappers.vtt
13.31KB
3. A2C (Advantage Actor-Critic)/9. Convolutional Neural Network.mp4
45.66MB
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6.07KB
4. DDPG (Deep Deterministic Policy Gradient)/1. DDPG Section Introduction.mp4
23.92MB
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4. DDPG (Deep Deterministic Policy Gradient)/1. DDPG Section Introduction.vtt
3.89KB
4. DDPG (Deep Deterministic Policy Gradient)/2. Deep Q-Learning (DQN) Review.mp4
45.16MB
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4. DDPG (Deep Deterministic Policy Gradient)/2. Deep Q-Learning (DQN) Review.vtt
10.48KB
4. DDPG (Deep Deterministic Policy Gradient)/3. DDPG Theory.mp4
80.68MB
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4. DDPG (Deep Deterministic Policy Gradient)/3. DDPG Theory.vtt
20KB
4. DDPG (Deep Deterministic Policy Gradient)/4. MuJoCo.mp4
110.45MB
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21.08KB
4. DDPG (Deep Deterministic Policy Gradient)/5. DDPG Code (part 1).mp4
193.58MB
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4. DDPG (Deep Deterministic Policy Gradient)/5. DDPG Code (part 1).vtt
19.97KB
4. DDPG (Deep Deterministic Policy Gradient)/6. DDPG Code (part 2).mp4
64.82MB
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4. DDPG (Deep Deterministic Policy Gradient)/6. DDPG Code (part 2).vtt
6.18KB
4. DDPG (Deep Deterministic Policy Gradient)/7. DDPG Section Summary.mp4
17.6MB
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4. DDPG (Deep Deterministic Policy Gradient)/7. DDPG Section Summary.vtt
4.65KB
5. ES (Evolution Strategies)/1. ES Section Introduction.mp4
44.86MB
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5. ES (Evolution Strategies)/1. ES Section Introduction.vtt
7.54KB
5. ES (Evolution Strategies)/2. ES Theory.mp4
108.21MB
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5. ES (Evolution Strategies)/2. ES Theory.vtt
22.38KB
5. ES (Evolution Strategies)/3. Notes on Evolution Strategies.mp4
53.1MB
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5. ES (Evolution Strategies)/3. Notes on Evolution Strategies.vtt
10.1KB
5. ES (Evolution Strategies)/4. ES for Optimizing a Function.mp4
46.51MB
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5. ES (Evolution Strategies)/4. ES for Optimizing a Function.vtt
6.75KB
5. ES (Evolution Strategies)/5. ES for Supervised Learning.mp4
55.16MB
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5. ES (Evolution Strategies)/5. ES for Supervised Learning.vtt
6.67KB
5. ES (Evolution Strategies)/6. Flappy Bird.mp4
60.92MB
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5. ES (Evolution Strategies)/6. Flappy Bird.vtt
13.75KB
5. ES (Evolution Strategies)/7. ES for Flappy Bird in Code.mp4
142.23MB
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5. ES (Evolution Strategies)/7. ES for Flappy Bird in Code.vtt
15.53KB
5. ES (Evolution Strategies)/8. ES for MuJoCo in Code.mp4
68.63MB
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5. ES (Evolution Strategies)/8. ES for MuJoCo in Code.vtt
8.06KB
5. ES (Evolution Strategies)/9. ES Section Summary.mp4
28.64MB
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5. ES (Evolution Strategies)/9. ES Section Summary.vtt
5.68KB
6. Appendix FAQ/1. What is the Appendix.mp4
18.07MB
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6. Appendix FAQ/1. What is the Appendix.vtt
3.29KB
6. Appendix FAQ/10. What order should I take your courses in (part 1).mp4
99.39MB
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6. Appendix FAQ/10. What order should I take your courses in (part 1).vtt
14.17KB
6. Appendix FAQ/11. What order should I take your courses in (part 2).mp4
139.37MB
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6. Appendix FAQ/11. What order should I take your courses in (part 2).vtt
20.24KB
6. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4
194.34MB
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6. Appendix FAQ/2. Windows-Focused Environment Setup 2018.vtt
17.33KB
6. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
167.01MB
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6. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
12.59KB
6. Appendix FAQ/4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
117.54MB
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6. Appendix FAQ/4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt
27.68KB
6. Appendix FAQ/5. How to Succeed in this Course (Long Version).mp4
39.26MB
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6. Appendix FAQ/5. How to Succeed in this Course (Long Version).vtt
12.83KB
6. Appendix FAQ/6. How to Code by Yourself (part 1).mp4
82.57MB
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6. Appendix FAQ/6. How to Code by Yourself (part 1).vtt
19.38KB
6. Appendix FAQ/7. How to Code by Yourself (part 2).mp4
56.7MB
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6. Appendix FAQ/7. How to Code by Yourself (part 2).vtt
11.44KB
6. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.mp4
78.27MB
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6. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.vtt
12.31KB
6. Appendix FAQ/9. Python 2 vs Python 3.mp4
18.98MB
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6. Appendix FAQ/9. Python 2 vs Python 3.vtt
5.35KB
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