[Tutorialsplanet NET] Udemy - GAdvanced AI Deep Reinforcement Learning in Python
File List
| File | Size |
|---|---|
| 1. Introduction and Logistics/1. Introduction and Outline.mp4 | 50.49 MB |
| 1. Introduction and Logistics/1. Introduction and Outline.srt | 11.29 KB |
| 1. Introduction and Logistics/2. Where to get the Code.mp4 | 30.41 MB |
| 1. Introduction and Logistics/2. Where to get the Code.srt | 7.53 KB |
| 1. Introduction and Logistics/3. How to Succeed in this Course.mp4 | 27.94 MB |
| 1. Introduction and Logistics/3. How to Succeed in this Course.srt | 8.8 KB |
| 1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.mp4 | 18.94 MB |
| 1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.srt | 5.4 KB |
| 10. Extra Help With Python Coding for Beginners/1. How to Code by Yourself (part 1).mp4 | 24.54 MB |
| 10. Extra Help With Python Coding for Beginners/1. How to Code by Yourself (part 1).srt | 22.75 KB |
| 10. Extra Help With Python Coding for Beginners/2. How to Code by Yourself (part 2).mp4 | 14.81 MB |
| 10. Extra Help With Python Coding for Beginners/2. How to Code by Yourself (part 2).srt | 13.26 KB |
| 10. Extra Help With Python Coding for Beginners/3. Proof that using Jupyter Notebook is the same as not using it.mp4 | 78.24 MB |
| 10. Extra Help With Python Coding for Beginners/3. Proof that using Jupyter Notebook is the same as not using it.srt | 14.12 KB |
| 10. Extra Help With Python Coding for Beginners/4. Python 2 vs Python 3.mp4 | 7.84 MB |
| 10. Extra Help With Python Coding for Beginners/4. Python 2 vs Python 3.srt | 6.1 KB |
| 10. Extra Help With Python Coding for Beginners/5. Is Theano Dead.mp4 | 17.81 MB |
| 10. Extra Help With Python Coding for Beginners/5. Is Theano Dead.srt | 12.92 KB |
| 11. Effective Learning Strategies for Machine Learning/1. How to Succeed in this Course (Long Version).mp4 | 18.32 MB |
| 11. Effective Learning Strategies for Machine Learning/1. How to Succeed in this Course (Long Version).srt | 14.55 KB |
| 11. Effective Learning Strategies for Machine Learning/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 38.96 MB |
| 11. Effective Learning Strategies for Machine Learning/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt | 31.79 KB |
| 11. Effective Learning Strategies for Machine Learning/3. What order should I take your courses in (part 1).mp4 | 29.33 MB |
| 11. Effective Learning Strategies for Machine Learning/3. What order should I take your courses in (part 1).srt | 16.03 KB |
| 11. Effective Learning Strategies for Machine Learning/4. What order should I take your courses in (part 2).mp4 | 37.62 MB |
| 11. Effective Learning Strategies for Machine Learning/4. What order should I take your courses in (part 2).srt | 23.04 KB |
| 12. Appendix FAQ/1. What is the Appendix.mp4 | 5.45 MB |
| 12. Appendix FAQ/1. What is the Appendix.srt | 3.72 KB |
| 12. Appendix FAQ/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 | 37.85 MB |
| 12. Appendix FAQ/2. BONUS Where to get Udemy coupons and FREE deep learning material.srt | 7.87 KB |
| 2. The Basics of Reinforcement Learning/1. Reinforcement Learning Section Introduction.mp4 | 40.98 MB |
| 2. The Basics of Reinforcement Learning/1. Reinforcement Learning Section Introduction.srt | 8.82 KB |
| 2. The Basics of Reinforcement Learning/10. Epsilon-Greedy.mp4 | 41.82 MB |
| 2. The Basics of Reinforcement Learning/10. Epsilon-Greedy.srt | 7.9 KB |
| 2. The Basics of Reinforcement Learning/11. Q-Learning.mp4 | 67.1 MB |
| 2. The Basics of Reinforcement Learning/11. Q-Learning.srt | 18.96 KB |
| 2. The Basics of Reinforcement Learning/12. How to Learn Reinforcement Learning.mp4 | 40.57 MB |
| 2. The Basics of Reinforcement Learning/12. How to Learn Reinforcement Learning.srt | 7.85 KB |
| 2. The Basics of Reinforcement Learning/13. Suggestion Box.mp4 | 16.14 MB |
| 2. The Basics of Reinforcement Learning/13. Suggestion Box.srt | 4.7 KB |
| 2. The Basics of Reinforcement Learning/2. Elements of a Reinforcement Learning Problem.mp4 | 105.25 MB |
| 2. The Basics of Reinforcement Learning/2. Elements of a Reinforcement Learning Problem.srt | 27.14 KB |
| 2. The Basics of Reinforcement Learning/3. States, Actions, Rewards, Policies.mp4 | 44.52 MB |
| 2. The Basics of Reinforcement Learning/3. States, Actions, Rewards, Policies.srt | 11.72 KB |
| 2. The Basics of Reinforcement Learning/4. Markov Decision Processes (MDPs).mp4 | 50.88 MB |
| 2. The Basics of Reinforcement Learning/4. Markov Decision Processes (MDPs).srt | 13.32 KB |
| 2. The Basics of Reinforcement Learning/5. The Return.mp4 | 23.77 MB |
| 2. The Basics of Reinforcement Learning/5. The Return.srt | 6.66 KB |
| 2. The Basics of Reinforcement Learning/6. Value Functions and the Bellman Equation.mp4 | 48.15 MB |
| 2. The Basics of Reinforcement Learning/6. Value Functions and the Bellman Equation.srt | 12.85 KB |
| 2. The Basics of Reinforcement Learning/7. What does it mean to “learn”.mp4 | 32.87 MB |
| 2. The Basics of Reinforcement Learning/7. What does it mean to “learn”.srt | 9.31 KB |
| 2. The Basics of Reinforcement Learning/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4 | 42.98 MB |
| 2. The Basics of Reinforcement Learning/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).srt | 13 KB |
| 2. The Basics of Reinforcement Learning/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4 | 57.32 MB |
| 2. The Basics of Reinforcement Learning/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).srt | 15.55 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/1. OpenAI Gym Tutorial.mp4 | 8.68 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/1. OpenAI Gym Tutorial.srt | 7.68 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/10. Theano Warmup.mp4 | 5.83 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/10. Theano Warmup.srt | 3.49 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/11. Tensorflow Warmup.mp4 | 5.06 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/11. Tensorflow Warmup.srt | 2.47 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/12. Plugging in a Neural Network.mp4 | 5.92 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/12. Plugging in a Neural Network.srt | 4.83 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/13. OpenAI Gym Section Summary.mp4 | 5.31 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/13. OpenAI Gym Section Summary.srt | 4.16 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/2. Random Search.mp4 | 10.29 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/2. Random Search.srt | 6.86 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/3. Saving a Video.mp4 | 4.54 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/3. Saving a Video.srt | 2.37 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/4. CartPole with Bins (Theory).mp4 | 6.02 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/4. CartPole with Bins (Theory).srt | 5.22 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/5. CartPole with Bins (Code).mp4 | 14.71 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/5. CartPole with Bins (Code).srt | 7.99 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/6. RBF Neural Networks.mp4 | 16.51 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/6. RBF Neural Networks.srt | 14.64 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/7. RBF Networks with Mountain Car (Code).mp4 | 13.75 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/7. RBF Networks with Mountain Car (Code).srt | 6.41 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/8. RBF Networks with CartPole (Theory).mp4 | 3.05 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/8. RBF Networks with CartPole (Theory).srt | 2.45 KB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/9. RBF Networks with CartPole (Code).mp4 | 8.91 MB |
| 3. OpenAI Gym and Basic Reinforcement Learning Techniques/9. RBF Networks with CartPole (Code).srt | 3.62 KB |
| 4. TD Lambda/1. N-Step Methods.mp4 | 15.55 MB |
| 4. TD Lambda/1. N-Step Methods.srt | 3.8 KB |
| 4. TD Lambda/2. N-Step in Code.mp4 | 9.47 MB |
| 4. TD Lambda/2. N-Step in Code.srt | 4.23 KB |
| 4. TD Lambda/3. TD Lambda.mp4 | 11.77 MB |
| 4. TD Lambda/3. TD Lambda.srt | 9.35 KB |
| 4. TD Lambda/4. TD Lambda in Code.mp4 | 7.63 MB |
| 4. TD Lambda/4. TD Lambda in Code.srt | 3.35 KB |
| 4. TD Lambda/5. TD Lambda Summary.mp4 | 3.65 MB |
| 4. TD Lambda/5. TD Lambda Summary.srt | 2.97 KB |
| 5. Policy Gradients/1. Policy Gradient Methods.mp4 | 17.95 MB |
| 5. Policy Gradients/1. Policy Gradient Methods.srt | 14.85 KB |
| 5. Policy Gradients/10. Policy Gradient Section Summary.mp4 | 3.33 MB |
| 5. Policy Gradients/10. Policy Gradient Section Summary.srt | 1.86 KB |
| 5. Policy Gradients/2. Policy Gradient in TensorFlow for CartPole.mp4 | 17.97 MB |
| 5. Policy Gradients/2. Policy Gradient in TensorFlow for CartPole.srt | 8.67 KB |
| 5. Policy Gradients/3. Policy Gradient in Theano for CartPole.mp4 | 13.44 MB |
| 5. Policy Gradients/3. Policy Gradient in Theano for CartPole.srt | 4.51 KB |
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