[FreeCourseLab.com] Udemy - Advanced AI Deep Reinforcement Learning in Python

📅 2019-08-03 01:25:43 📦 1.79GB 🔥

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Files list

1. Introduction and Logistics,1. Introduction and Outline.mp4 15.83MB

1. Introduction and Logistics,1. Introduction and Outline.vtt 12.77KB

1. Introduction and Logistics,2. Where to get the Code.mp4 5.20MB

1. Introduction and Logistics,2. Where to get the Code.vtt 4.09KB

1. Introduction and Logistics,3. How to Succeed in this Course.mp4 3.30MB

1. Introduction and Logistics,3. How to Succeed in this Course.vtt 3.49KB

1. Introduction and Logistics,4. Tensorflow or Theano - Your Choice!.mp4 18.93MB

1. Introduction and Logistics,4. Tensorflow or Theano - Your Choice!.vtt 4.75KB

2. Background Review,1. Review Intro.mp4 4.20MB

2. Background Review,1. Review Intro.vtt 3.14KB

2. Background Review,2. Review of Markov Decision Processes.mp4 12.31MB

2. Background Review,2. Review of Markov Decision Processes.vtt 8.86KB

2. Background Review,3. Review of Dynamic Programming.mp4 6.51MB

2. Background Review,3. Review of Dynamic Programming.vtt 4.70KB

2. Background Review,4. Review of Monte Carlo Methods.mp4 6.18MB

2. Background Review,4. Review of Monte Carlo Methods.vtt 4.41KB

2. Background Review,5. Review of Temporal Difference Learning.mp4 7.16MB

2. Background Review,5. Review of Temporal Difference Learning.vtt 5.23KB

2. Background Review,6. Review of Approximation Methods for Reinforcement Learning.mp4 3.67MB

2. Background Review,6. Review of Approximation Methods for Reinforcement Learning.vtt 2.51KB

2. Background Review,7. Review of Deep Learning.mp4 11.05MB

2. Background Review,7. Review of Deep Learning.vtt 8.17KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,1. OpenAI Gym Tutorial.mp4 8.67MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,1. OpenAI Gym Tutorial.vtt 6.76KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,10. Theano Warmup.mp4 5.83MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,10. Theano Warmup.vtt 3.08KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,11. Tensorflow Warmup.mp4 5.07MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,11. Tensorflow Warmup.vtt 2.19KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,12. Plugging in a Neural Network.mp4 5.92MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,12. Plugging in a Neural Network.vtt 4.28KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,13. OpenAI Gym Section Summary.mp4 5.32MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,13. OpenAI Gym Section Summary.vtt 3.71KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,2. Random Search.mp4 10.29MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,2. Random Search.vtt 6.04KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,3. Saving a Video.mp4 4.54MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,3. Saving a Video.vtt 2.10KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,4. CartPole with Bins (Theory).mp4 6.02MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,4. CartPole with Bins (Theory).vtt 4.60KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,5. CartPole with Bins (Code).mp4 14.70MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,5. CartPole with Bins (Code).vtt 7.01KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,6. RBF Neural Networks.mp4 16.52MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,6. RBF Neural Networks.vtt 12.80KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,7. RBF Networks with Mountain Car (Code).mp4 13.75MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,7. RBF Networks with Mountain Car (Code).vtt 5.67KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,8. RBF Networks with CartPole (Theory).mp4 3.05MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,8. RBF Networks with CartPole (Theory).vtt 2.17KB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,9. RBF Networks with CartPole (Code).mp4 8.91MB

3. OpenAI Gym and Basic Reinforcement Learning Techniques,9. RBF Networks with CartPole (Code).vtt 3.17KB

4. TD Lambda,1. N-Step Methods.mp4 5.03MB

4. TD Lambda,1. N-Step Methods.vtt 3.42KB

4. TD Lambda,2. N-Step in Code.mp4 9.47MB

4. TD Lambda,2. N-Step in Code.vtt 3.71KB

4. TD Lambda,3. TD Lambda.mp4 11.78MB

4. TD Lambda,3. TD Lambda.vtt 8.22KB

4. TD Lambda,4. TD Lambda in Code.mp4 7.62MB

4. TD Lambda,4. TD Lambda in Code.vtt 2.92KB

4. TD Lambda,5. TD Lambda Summary.mp4 3.65MB

4. TD Lambda,5. TD Lambda Summary.vtt 2.64KB

5. Policy Gradients,1. Policy Gradient Methods.mp4 17.95MB

5. Policy Gradients,1. Policy Gradient Methods.vtt 13.02KB

5. Policy Gradients,10. Policy Gradient Section Summary.mp4 3.33MB

5. Policy Gradients,10. Policy Gradient Section Summary.vtt 1.67KB

5. Policy Gradients,2. Policy Gradient in TensorFlow for CartPole.mp4 17.98MB

5. Policy Gradients,2. Policy Gradient in TensorFlow for CartPole.vtt 7.69KB

5. Policy Gradients,3. Policy Gradient in Theano for CartPole.mp4 13.44MB

5. Policy Gradients,3. Policy Gradient in Theano for CartPole.vtt 4.00KB

5. Policy Gradients,4. Continuous Action Spaces.mp4 6.58MB

5. Policy Gradients,4. Continuous Action Spaces.vtt 4.67KB

5. Policy Gradients,5. Mountain Car Continuous Specifics.mp4 6.50MB

5. Policy Gradients,5. Mountain Car Continuous Specifics.vtt 4.45KB

5. Policy Gradients,6. Mountain Car Continuous Theano.mp4 19.07MB

5. Policy Gradients,6. Mountain Car Continuous Theano.vtt 8.57KB

5. Policy Gradients,7. Mountain Car Continuous Tensorflow.mp4 20.09MB

5. Policy Gradients,7. Mountain Car Continuous Tensorflow.vtt 8.95KB

5. Policy Gradients,8. Mountain Car Continuous Tensorflow (v2).mp4 18.78MB

5. Policy Gradients,8. Mountain Car Continuous Tensorflow (v2).vtt 6.20KB

5. Policy Gradients,9. Mountain Car Continuous Theano (v2).mp4 22.19MB

5. Policy Gradients,9. Mountain Car Continuous Theano (v2).vtt 7.36KB

6. Deep Q-Learning,1. Deep Q-Learning Intro.mp4 5.90MB

6. Deep Q-Learning,1. Deep Q-Learning Intro.vtt 4.24KB

6. Deep Q-Learning,2. Deep Q-Learning Techniques.mp4 14.45MB

6. Deep Q-Learning,2. Deep Q-Learning Techniques.vtt 10.77KB

6. Deep Q-Learning,3. Deep Q-Learning in Tensorflow for CartPole.mp4 14.99MB

6. Deep Q-Learning,3. Deep Q-Learning in Tensorflow for CartPole.vtt 5.12KB

6. Deep Q-Learning,4. Deep Q-Learning in Theano for CartPole.mp4 13.77MB

6. Deep Q-Learning,4. Deep Q-Learning in Theano for CartPole.vtt 4.78KB

6. Deep Q-Learning,5. Additional Implementation Details for Atari.mp4 8.51MB

6. Deep Q-Learning,5. Additional Implementation Details for Atari.vtt 6.15KB

6. Deep Q-Learning,6. Deep Q-Learning in Tensorflow for Breakout.mp4 15.76MB

6. Deep Q-Learning,6. Deep Q-Learning in Tensorflow for Breakout.vtt 6.09KB

6. Deep Q-Learning,7. Deep Q-Learning in Theano for Breakout.mp4 20.04MB

6. Deep Q-Learning,7. Deep Q-Learning in Theano for Breakout.vtt 7.11KB

6. Deep Q-Learning,8. Partially Observable MDPs.mp4 7.60MB

6. Deep Q-Learning,8. Partially Observable MDPs.vtt 5.09KB

6. Deep Q-Learning,9. Deep Q-Learning Section Summary.mp4 10.40MB

6. Deep Q-Learning,9. Deep Q-Learning Section Summary.vtt 5.32KB

7. A3C,1. A3C - Theory and Outline.mp4 71.76MB

7. A3C,1. A3C - Theory and Outline.vtt 17.85KB

7. A3C,2. A3C - Code pt 1 (Warmup).mp4 50.09MB

7. A3C,2. A3C - Code pt 1 (Warmup).vtt 6.83KB

7. A3C,3. A3C - Code pt 2.mp4 57.61MB

7. A3C,3. A3C - Code pt 2.vtt 7.32KB

7. A3C,4. A3C - Code pt 3.mp4 84.52MB

7. A3C,4. A3C - Code pt 3.vtt 7.95KB

7. A3C,5. A3C - Code pt 4.mp4 184.35MB

7. A3C,5. A3C - Code pt 4.vtt 18.59KB

7. A3C,6. A3C - Section Summary.mp4 8.85MB

7. A3C,6. A3C - Section Summary.vtt 2.36KB

7. A3C,7. Course Summary.mp4 9.46MB

7. A3C,7. Course Summary.vtt 5.33KB

8. Theano and Tensorflow Basics Review,1. (Review) Theano Basics.mp4 93.40MB

8. Theano and Tensorflow Basics Review,1. (Review) Theano Basics.vtt 6.31KB

8. Theano and Tensorflow Basics Review,2. (Review) Theano Neural Network in Code.mp4 87.00MB

8. Theano and Tensorflow Basics Review,2. (Review) Theano Neural Network in Code.vtt 3.29KB

8. Theano and Tensorflow Basics Review,3. (Review) Tensorflow Basics.mp4 81.43MB

8. Theano and Tensorflow Basics Review,3. (Review) Tensorflow Basics.vtt 5.06KB

8. Theano and Tensorflow Basics Review,4. (Review) Tensorflow Neural Network in Code.mp4 97.29MB

8. Theano and Tensorflow Basics Review,4. (Review) Tensorflow Neural Network in Code.vtt 4.78KB

9. Appendix,1. What is the Appendix.mp4 5.46MB

9. Appendix,1. What is the Appendix.vtt 3.28KB

9. Appendix,10. Python 2 vs Python 3.mp4 7.84MB

9. Appendix,10. Python 2 vs Python 3.vtt 5.35KB

9. Appendix,11. Is Theano Dead.mp4 17.82MB

9. Appendix,11. Is Theano Dead.vtt 11.30KB

9. Appendix,12. What order should I take your courses in (part 1).mp4 29.33MB

9. Appendix,12. What order should I take your courses in (part 1).vtt 14.09KB

9. Appendix,13. What order should I take your courses in (part 2).mp4 37.62MB

9. Appendix,13. What order should I take your courses in (part 2).vtt 20.24KB

9. Appendix,2. Where to get Udemy coupons and FREE deep learning material.mp4 4.03MB

9. Appendix,2. Where to get Udemy coupons and FREE deep learning material.vtt 2.99KB

9. Appendix,3. Windows-Focused Environment Setup 2018.mp4 186.16MB

9. Appendix,3. Windows-Focused Environment Setup 2018.vtt 17.39KB

9. Appendix,4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 43.92MB

9. Appendix,4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt 12.40KB

9. Appendix,5. How to Code by Yourself (part 1).mp4 24.53MB

9. Appendix,5. How to Code by Yourself (part 1).vtt 19.78KB

9. Appendix,6. How to Code by Yourself (part 2).mp4 14.80MB

9. Appendix,6. How to Code by Yourself (part 2).vtt 11.62KB

9. Appendix,7. How to Succeed in this Course (Long Version).mp4 18.32MB

9. Appendix,7. How to Succeed in this Course (Long Version).vtt 12.79KB

9. Appendix,8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 38.96MB

9. Appendix,8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt 27.77KB

9. Appendix,9. Proof that using Jupyter Notebook is the same as not using it.mp4 78.25MB

9. Appendix,9. Proof that using Jupyter Notebook is the same as not using it.vtt 12.22KB

[FreeCourseLab.com].url 126.00Bytes

[FreeCourseLab.com] Udemy - Advanced AI Deep Reinforcement Learning in Python

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