[FreeTutorials Us] deep-reinforcement-learning-in-python
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| Torrent Hash : | 56C13B5AF23B18B5E1503D973AD9CACAD3FED2E7 |
| Torrent Added : | 1 Year+ in Other - Other |
| Torrent Size : | 522.27 MB |
[FreeTutorials Us] deep-reinforcement-learning-in-python
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Torrent File Content (49 files)
[FreeTutorials.Us] deep-reinforcement-learning-in-python
01 Introduction and Logistics
001 Introduction and Outline.mp4 -
01 Introduction and Logistics
001 Introduction and Outline.mp4 -
15.83 MB
002 Where to get the Code.mp4 -
5.19 MB
003 How to Succeed in this Course.mp4 -
14.37 MB
02 Background Review
004 Review Intro.mp4 -
004 Review Intro.mp4 -
4.19 MB
005 Review of Markov Decision Processes.mp4 -
12.25 MB
006 Review of Dynamic Programming.mp4 -
6.51 MB
007 Review of Monte Carlo Methods.mp4 -
6.18 MB
008 Review of Temporal Difference Learning.mp4 -
7.15 MB
009 Review of Approximation Methods for Reinforcement Learning.mp4 -
3.67 MB
010 Review of Deep Learning.mp4 -
11.04 MB
03 OpenAI Gym and Basic Reinforcement Learning Techniques
011 OpenAI Gym Tutorial.mp4 -
011 OpenAI Gym Tutorial.mp4 -
8.67 MB
012 Random Search.mp4 -
10.29 MB
013 Saving a Video.mp4 -
4.54 MB
014 CartPole with Bins Theory.mp4 -
6.02 MB
015 CartPole with Bins Code.mp4 -
14.7 MB
016 RBF Neural Networks.mp4 -
16.51 MB
017 RBF Networks with Mountain Car Code.mp4 -
13.75 MB
018 RBF Networks with CartPole Theory.mp4 -
3.05 MB
019 RBF Networks with CartPole Code.mp4 -
8.91 MB
020 Theano Warmup.mp4 -
5.83 MB
021 Tensorflow Warmup.mp4 -
5.06 MB
022 Plugging in a Neural Network.mp4 -
5.91 MB
023 OpenAI Gym Section Summary.mp4 -
5.31 MB
04 TD Lambda
024 N-Step Methods.mp4 -
024 N-Step Methods.mp4 -
5.02 MB
025 N-Step in Code.mp4 -
9.47 MB
026 TD Lambda.mp4 -
11.77 MB
027 TD Lambda in Code.mp4 -
7.62 MB
028 TD Lambda Summary.mp4 -
3.64 MB
05 Policy Gradients
029 Policy Gradient Methods.mp4 -
029 Policy Gradient Methods.mp4 -
17.94 MB
030 Policy Gradient in TensorFlow for CartPole.mp4 -
17.97 MB
031 Policy Gradient in Theano for CartPole.mp4 -
13.44 MB
032 Continuous Action Spaces.mp4 -
6.58 MB
033 Mountain Car Continuous Specifics.mp4 -
6.5 MB
034 Mountain Car Continuous Theano.mp4 -
19.06 MB
035 Mountain Car Continuous Tensorflow.mp4 -
20.09 MB
06 Deep Q-Learning
036 Deep Q-Learning Intro.mp4 -
036 Deep Q-Learning Intro.mp4 -
5.9 MB
037 Deep Q-Learning Techniques.mp4 -
14.44 MB
038 Deep Q-Learning in Tensorflow for CartPole.mp4 -
14.98 MB
039 Deep Q-Learning in Theano for CartPole.mp4 -
13.76 MB
040 Additional Implementation Details for Atari.mp4 -
8.51 MB
041 Deep Q-Learning in Tensorflow for Breakout.mp4 -
15.76 MB
042 Deep Q-Learning in Theano for Breakout.mp4 -
20.03 MB
043 Partially Observable MDPs.mp4 -
7.6 MB
07 Appendix
044 Environment Setup.mp4 -
044 Environment Setup.mp4 -
43.92 MB
045 How to Code by Yourself part 1.mp4 -
24.53 MB
046 How to Code by Yourself part 2.mp4 -
14.8 MB
047 Where to get Udemy coupons and FREE deep learning material.mp4 -
4.02 MB
[FreeTutorials.Us].txt -
75 bytes
Freetutorials.Us.url -
119 bytes
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