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


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Torrent File Content (147 files)


[FreeCourseSite.com] Udemy - Advanced AI Deep Reinforcement Learning in Python
    1. Introduction and Logistics
          1. Introduction and Outline.mp4 -
15.84 MB

          1. Introduction and Outline.vtt -
12.77 KB

          2. Where to get the Code.mp4 -
5.2 MB

          2. Where to get the Code.vtt -
4.09 KB

          3. How to Succeed in this Course.mp4 -
3.31 MB

          3. How to Succeed in this Course.vtt -
3.49 KB

          4. Tensorflow or Theano - Your Choice!.mp4 -
18.93 MB

          4. Tensorflow or Theano - Your Choice!.vtt -
4.75 KB

    2. Background Review
          1. Review Intro.mp4 -
4.2 MB

          1. Review Intro.vtt -
3.14 KB

          2. Review of Markov Decision Processes.mp4 -
12.3 MB

          2. Review of Markov Decision Processes.vtt -
8.86 KB

          3. Review of Dynamic Programming.mp4 -
6.52 MB

          3. Review of Dynamic Programming.vtt -
4.7 KB

          4. Review of Monte Carlo Methods.mp4 -
6.19 MB

          4. Review of Monte Carlo Methods.vtt -
4.41 KB

          5. Review of Temporal Difference Learning.mp4 -
7.15 MB

          5. Review of Temporal Difference Learning.vtt -
5.23 KB

          6. Review of Approximation Methods for Reinforcement Learning.mp4 -
3.67 MB

          6. Review of Approximation Methods for Reinforcement Learning.vtt -
2.51 KB

          7. Review of Deep Learning.mp4 -
11.04 MB

          7. Review of Deep Learning.vtt -
8.17 KB

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

          1. OpenAI Gym Tutorial.vtt -
6.76 KB

          10. Theano Warmup.mp4 -
5.83 MB

          10. Theano Warmup.vtt -
3.08 KB

          11. Tensorflow Warmup.mp4 -
5.07 MB

          11. Tensorflow Warmup.vtt -
2.19 KB

          12. Plugging in a Neural Network.mp4 -
5.92 MB

          12. Plugging in a Neural Network.vtt -
4.28 KB

          13. OpenAI Gym Section Summary.mp4 -
5.32 MB

          13. OpenAI Gym Section Summary.vtt -
3.71 KB

          2. Random Search.mp4 -
10.29 MB

          2. Random Search.vtt -
6.04 KB

          3. Saving a Video.mp4 -
4.55 MB

          3. Saving a Video.vtt -
2.1 KB

          4. CartPole with Bins (Theory).mp4 -
6.03 MB

          4. CartPole with Bins (Theory).vtt -
4.6 KB

          5. CartPole with Bins (Code).mp4 -
14.71 MB

          5. CartPole with Bins (Code).vtt -
7.01 KB

          6. RBF Neural Networks.mp4 -
16.51 MB

          6. RBF Neural Networks.vtt -
12.8 KB

          7. RBF Networks with Mountain Car (Code).mp4 -
13.76 MB

          7. RBF Networks with Mountain Car (Code).vtt -
5.67 KB

          8. RBF Networks with CartPole (Theory).mp4 -
3.05 MB

          8. RBF Networks with CartPole (Theory).vtt -
2.17 KB

          9. RBF Networks with CartPole (Code).mp4 -
8.92 MB

          9. RBF Networks with CartPole (Code).vtt -
3.17 KB

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

          1. N-Step Methods.vtt -
3.42 KB



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