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

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
905DCA4347B4C41656464972C4B0C3ADE1011FB0
Source
Unverified
Total Size
1.79 GB
Total Files
100
Seeders
1
Leechers
0
Health
1.00
Score
2
Type
Bookware

File List

FileSize
1. Introduction and Logistics/1. Introduction and Outline.mp415.84 MB
1. Introduction and Logistics/1. Introduction and Outline.vtt12.77 KB
1. Introduction and Logistics/2. Where to get the Code.mp45.2 MB
1. Introduction and Logistics/2. Where to get the Code.vtt4.09 KB
1. Introduction and Logistics/3. How to Succeed in this Course.mp43.31 MB
1. Introduction and Logistics/3. How to Succeed in this Course.vtt3.49 KB
1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.mp418.93 MB
1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.vtt4.75 KB
2. Background Review/1. Review Intro.mp44.2 MB
2. Background Review/1. Review Intro.vtt3.14 KB
2. Background Review/2. Review of Markov Decision Processes.mp412.3 MB
2. Background Review/2. Review of Markov Decision Processes.vtt8.86 KB
2. Background Review/3. Review of Dynamic Programming.mp46.52 MB
2. Background Review/3. Review of Dynamic Programming.vtt4.7 KB
2. Background Review/4. Review of Monte Carlo Methods.mp46.19 MB
2. Background Review/4. Review of Monte Carlo Methods.vtt4.41 KB
2. Background Review/5. Review of Temporal Difference Learning.mp47.15 MB
2. Background Review/5. Review of Temporal Difference Learning.vtt5.23 KB
2. Background Review/6. Review of Approximation Methods for Reinforcement Learning.mp43.67 MB
2. Background Review/6. Review of Approximation Methods for Reinforcement Learning.vtt2.51 KB
2. Background Review/7. Review of Deep Learning.mp411.04 MB
2. Background Review/7. Review of Deep Learning.vtt8.17 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/1. OpenAI Gym Tutorial.mp48.67 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/1. OpenAI Gym Tutorial.vtt6.76 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/10. Theano Warmup.mp45.83 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/10. Theano Warmup.vtt3.08 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/11. Tensorflow Warmup.mp45.07 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/11. Tensorflow Warmup.vtt2.19 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/12. Plugging in a Neural Network.mp45.92 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/12. Plugging in a Neural Network.vtt4.28 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/13. OpenAI Gym Section Summary.mp45.32 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/13. OpenAI Gym Section Summary.vtt3.71 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/2. Random Search.mp410.29 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/2. Random Search.vtt6.04 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/3. Saving a Video.mp44.55 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/3. Saving a Video.vtt2.1 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/4. CartPole with Bins (Theory).mp46.03 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/4. CartPole with Bins (Theory).vtt4.6 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/5. CartPole with Bins (Code).mp414.71 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/5. CartPole with Bins (Code).vtt7.01 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/6. RBF Neural Networks.mp416.51 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/6. RBF Neural Networks.vtt12.8 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/7. RBF Networks with Mountain Car (Code).mp413.76 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/7. RBF Networks with Mountain Car (Code).vtt5.67 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/8. RBF Networks with CartPole (Theory).mp43.05 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/8. RBF Networks with CartPole (Theory).vtt2.17 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/9. RBF Networks with CartPole (Code).mp48.92 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/9. RBF Networks with CartPole (Code).vtt3.17 KB
4. TD Lambda/1. N-Step Methods.mp45.03 MB
4. TD Lambda/1. N-Step Methods.vtt3.42 KB
4. TD Lambda/2. N-Step in Code.mp49.47 MB
4. TD Lambda/2. N-Step in Code.vtt3.71 KB
4. TD Lambda/3. TD Lambda.mp411.77 MB
4. TD Lambda/3. TD Lambda.vtt8.22 KB
4. TD Lambda/4. TD Lambda in Code.mp47.63 MB
4. TD Lambda/4. TD Lambda in Code.vtt2.92 KB
4. TD Lambda/5. TD Lambda Summary.mp43.64 MB
4. TD Lambda/5. TD Lambda Summary.vtt2.64 KB
5. Policy Gradients/1. Policy Gradient Methods.mp417.95 MB
5. Policy Gradients/1. Policy Gradient Methods.vtt13.02 KB
5. Policy Gradients/10. Policy Gradient Section Summary.mp43.32 MB
5. Policy Gradients/10. Policy Gradient Section Summary.vtt1.67 KB
5. Policy Gradients/2. Policy Gradient in TensorFlow for CartPole.mp417.97 MB
5. Policy Gradients/2. Policy Gradient in TensorFlow for CartPole.vtt7.69 KB
5. Policy Gradients/3. Policy Gradient in Theano for CartPole.mp413.45 MB
5. Policy Gradients/3. Policy Gradient in Theano for CartPole.vtt4 KB
5. Policy Gradients/4. Continuous Action Spaces.mp46.59 MB
5. Policy Gradients/4. Continuous Action Spaces.vtt4.67 KB
5. Policy Gradients/5. Mountain Car Continuous Specifics.mp46.5 MB
5. Policy Gradients/5. Mountain Car Continuous Specifics.vtt4.45 KB
5. Policy Gradients/6. Mountain Car Continuous Theano.mp419.07 MB
5. Policy Gradients/6. Mountain Car Continuous Theano.vtt8.57 KB
5. Policy Gradients/7. Mountain Car Continuous Tensorflow.mp420.1 MB
5. Policy Gradients/7. Mountain Car Continuous Tensorflow.vtt8.95 KB
5. Policy Gradients/8. Mountain Car Continuous Tensorflow (v2).mp418.78 MB
5. Policy Gradients/8. Mountain Car Continuous Tensorflow (v2).vtt6.2 KB
5. Policy Gradients/9. Mountain Car Continuous Theano (v2).mp422.19 MB
5. Policy Gradients/9. Mountain Car Continuous Theano (v2).vtt7.36 KB
6. Deep Q-Learning/1. Deep Q-Learning Intro.mp45.91 MB
6. Deep Q-Learning/1. Deep Q-Learning Intro.vtt4.24 KB
6. Deep Q-Learning/2. Deep Q-Learning Techniques.mp414.45 MB
6. Deep Q-Learning/2. Deep Q-Learning Techniques.vtt10.77 KB
6. Deep Q-Learning/3. Deep Q-Learning in Tensorflow for CartPole.mp414.98 MB
6. Deep Q-Learning/3. Deep Q-Learning in Tensorflow for CartPole.vtt5.12 KB
6. Deep Q-Learning/4. Deep Q-Learning in Theano for CartPole.mp413.76 MB
6. Deep Q-Learning/4. Deep Q-Learning in Theano for CartPole.vtt4.78 KB
6. Deep Q-Learning/5. Additional Implementation Details for Atari.mp48.51 MB
6. Deep Q-Learning/5. Additional Implementation Details for Atari.vtt6.15 KB
6. Deep Q-Learning/6. Deep Q-Learning in Tensorflow for Breakout.mp415.77 MB
6. Deep Q-Learning/6. Deep Q-Learning in Tensorflow for Breakout.vtt6.09 KB
6. Deep Q-Learning/7. Deep Q-Learning in Theano for Breakout.mp420.03 MB
6. Deep Q-Learning/7. Deep Q-Learning in Theano for Breakout.vtt7.11 KB
6. Deep Q-Learning/8. Partially Observable MDPs.mp47.6 MB
6. Deep Q-Learning/8. Partially Observable MDPs.vtt5.09 KB
6. Deep Q-Learning/9. Deep Q-Learning Section Summary.mp410.4 MB
6. Deep Q-Learning/9. Deep Q-Learning Section Summary.vtt5.32 KB
7. A3C/1. A3C - Theory and Outline.mp471.76 MB
7. A3C/1. A3C - Theory and Outline.vtt17.85 KB
7. A3C/2. A3C - Code pt 1 (Warmup).mp450.1 MB
7. A3C/2. A3C - Code pt 1 (Warmup).vtt6.83 KB

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