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[Tutorialsplanet.NET] Udemy - Advanced AI Deep Reinforcement Learning in Python

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File Name
Size
1. Introduction and Logistics/1. Introduction and Outline.mp4
50 MB
1. Introduction and Logistics/1. Introduction and Outline.srt
11 kB
1. Introduction and Logistics/2. Where to get the Code.mp4
52 MB
1. Introduction and Logistics/2. Where to get the Code.srt
13 kB
1. Introduction and Logistics/2.1 Github Link.html
120 B
1. Introduction and Logistics/3. How to Succeed in this Course.mp4
44 MB
1. Introduction and Logistics/3. How to Succeed in this Course.srt
8.3 kB
1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.mp4
19 MB
1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.srt
5.4 kB
1. Introduction and Logistics/[Tutorialsplanet.NET].url
128 B
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).mp4
24 MB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Code by Yourself (part 1).srt
23 kB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).mp4
15 MB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 2).srt
13 kB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.mp4
78 MB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. Proof that using Jupyter Notebook is the same as not using it.srt
14 kB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.mp4
7.8 MB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Python 2 vs Python 3.srt
6.1 kB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Is Theano Dead.mp4
18 MB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Is Theano Dead.srt
13 kB
10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/[Tutorialsplanet.NET].url
128 B
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp4
18 MB
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).srt
14 kB
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
0 B
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt
0 B
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
29 MB
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt
16 kB
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
38 MB
11. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt
23 kB
12. Appendix FAQ Finale/1. What is the Appendix.mp4
5.5 MB
12. Appendix FAQ Finale/1. What is the Appendix.srt
3.7 kB
12. Appendix FAQ Finale/2. BONUS.mp4
38 MB
12. Appendix FAQ Finale/2. BONUS.srt
7.9 kB
2. The Basics of Reinforcement Learning/1. Reinforcement Learning Section Introduction.mp4
41 MB
2. The Basics of Reinforcement Learning/1. Reinforcement Learning Section Introduction.srt
8.8 kB
2. The Basics of Reinforcement Learning/10. Epsilon-Greedy.mp4
40 MB
2. The Basics of Reinforcement Learning/10. Epsilon-Greedy.srt
7.5 kB
2. The Basics of Reinforcement Learning/11. Q-Learning.mp4
67 MB
2. The Basics of Reinforcement Learning/11. Q-Learning.srt
19 kB
2. The Basics of Reinforcement Learning/12. How to Learn Reinforcement Learning.mp4
41 MB
2. The Basics of Reinforcement Learning/12. How to Learn Reinforcement Learning.srt
7.8 kB
2. The Basics of Reinforcement Learning/13. Suggestion Box.mp4
16 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 MB
2. The Basics of Reinforcement Learning/2. Elements of a Reinforcement Learning Problem.srt
27 kB
2. The Basics of Reinforcement Learning/3. States, Actions, Rewards, Policies.mp4
44 MB
2. The Basics of Reinforcement Learning/3. States, Actions, Rewards, Policies.srt
12 kB
2. The Basics of Reinforcement Learning/4. Markov Decision Processes (MDPs).mp4
51 MB
2. The Basics of Reinforcement Learning/4. Markov Decision Processes (MDPs).srt
13 kB
2. The Basics of Reinforcement Learning/5. The Return.mp4
24 MB
2. The Basics of Reinforcement Learning/5. The Return.srt
6.7 kB
2. The Basics of Reinforcement Learning/6. Value Functions and the Bellman Equation.mp4
48 MB
2. The Basics of Reinforcement Learning/6. Value Functions and the Bellman Equation.srt
13 kB
2. The Basics of Reinforcement Learning/7. What does it mean to “learn”.mp4
32 MB
2. The Basics of Reinforcement Learning/7. What does it mean to “learn”.srt
8.9 kB
2. The Basics of Reinforcement Learning/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4
43 MB
2. The Basics of Reinforcement Learning/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).srt
12 kB
2. The Basics of Reinforcement Learning/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4
57 MB
2. The Basics of Reinforcement Learning/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).srt
16 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/1. OpenAI Gym Tutorial.mp4
8.7 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/1. OpenAI Gym Tutorial.srt
7.7 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/10. Theano Warmup.mp4
5.8 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/10. Theano Warmup.srt
3.5 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/11. Tensorflow Warmup.mp4
5.1 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/11. Tensorflow Warmup.srt
2.5 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/12. Plugging in a Neural Network.mp4
5.9 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/12. Plugging in a Neural Network.srt
4.8 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/13. OpenAI Gym Section Summary.mp4
5.3 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/13. OpenAI Gym Section Summary.srt
4.2 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/2. Random Search.mp4
10 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/2. Random Search.srt
6.9 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/3. Saving a Video.mp4
4.5 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/3. Saving a Video.srt
2.4 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/4. CartPole with Bins (Theory).mp4
6.0 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/4. CartPole with Bins (Theory).srt
5.2 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/5. CartPole with Bins (Code).mp4
15 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/5. CartPole with Bins (Code).srt
8.0 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/6. RBF Neural Networks.mp4
16 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/6. RBF Neural Networks.srt
15 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/7. RBF Networks with Mountain Car (Code).mp4
14 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/7. RBF Networks with Mountain Car (Code).srt
6.4 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/8. RBF Networks with CartPole (Theory).mp4
3.1 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/8. RBF Networks with CartPole (Theory).srt
2.4 kB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/9. RBF Networks with CartPole (Code).mp4
8.9 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/9. RBF Networks with CartPole (Code).srt
3.6 kB
4. TD Lambda/1. N-Step Methods.mp4
16 MB
4. TD Lambda/1. N-Step Methods.srt
3.8 kB
4. TD Lambda/2. N-Step in Code.mp4
9.5 MB
4. TD Lambda/2. N-Step in Code.srt
4.2 kB
4. TD Lambda/3. TD Lambda.mp4
12 MB
4. TD Lambda/3. TD Lambda.srt
9.3 kB
4. TD Lambda/4. TD Lambda in Code.mp4
7.6 MB
4. TD Lambda/4. TD Lambda in Code.srt
3.3 kB
4. TD Lambda/5. TD Lambda Summary.mp4
3.6 MB
4. TD Lambda/5. TD Lambda Summary.srt
3.0 kB
5. Policy Gradients/1. Policy Gradient Methods.mp4
18 MB
5. Policy Gradients/1. Policy Gradient Methods.srt
15 kB
5. Policy Gradients/10. Policy Gradient Section Summary.mp4
3.3 MB
5. Policy Gradients/10. Policy Gradient Section Summary.srt
1.9 kB
5. Policy Gradients/2. Policy Gradient in TensorFlow for CartPole.mp4
18 MB
5. Policy Gradients/2. Policy Gradient in TensorFlow for CartPole.srt
8.7 kB
5. Policy Gradients/3. Policy Gradient in Theano for CartPole.mp4
13 MB
5. Policy Gradients/3. Policy Gradient in Theano for CartPole.srt
4.5 kB
5. Policy Gradients/4. Continuous Action Spaces.mp4
6.6 MB
5. Policy Gradients/4. Continuous Action Spaces.srt
5.3 kB
5. Policy Gradients/5. Mountain Car Continuous Specifics.mp4
6.5 MB
5. Policy Gradients/5. Mountain Car Continuous Specifics.srt
5.0 kB
5. Policy Gradients/6. Mountain Car Continuous Theano.mp4
19 MB
5. Policy Gradients/6. Mountain Car Continuous Theano.srt
9.9 kB
5. Policy Gradients/7. Mountain Car Continuous Tensorflow.mp4
20 MB
5. Policy Gradients/7. Mountain Car Continuous Tensorflow.srt
10 kB
5. Policy Gradients/8. Mountain Car Continuous Tensorflow (v2).mp4
19 MB
5. Policy Gradients/8. Mountain Car Continuous Tensorflow (v2).srt
7.1 kB
5. Policy Gradients/9. Mountain Car Continuous Theano (v2).mp4
22 MB
5. Policy Gradients/9. Mountain Car Continuous Theano (v2).srt
8.3 kB
6. Deep Q-Learning/1. Deep Q-Learning Intro.mp4
5.9 MB
6. Deep Q-Learning/1. Deep Q-Learning Intro.srt
4.8 kB
6. Deep Q-Learning/10. Deep Q-Learning Section Summary.mp4
10 MB
6. Deep Q-Learning/10. Deep Q-Learning Section Summary.srt
6.0 kB
6. Deep Q-Learning/2. Deep Q-Learning Techniques.mp4
14 MB
6. Deep Q-Learning/2. Deep Q-Learning Techniques.srt
12 kB
6. Deep Q-Learning/3. Deep Q-Learning in Tensorflow for CartPole.mp4
15 MB
6. Deep Q-Learning/3. Deep Q-Learning in Tensorflow for CartPole.srt
5.8 kB
6. Deep Q-Learning/4. Deep Q-Learning in Theano for CartPole.mp4
14 MB
6. Deep Q-Learning/4. Deep Q-Learning in Theano for CartPole.srt
5.4 kB
6. Deep Q-Learning/5. Additional Implementation Details for Atari.mp4
8.5 MB
6. Deep Q-Learning/5. Additional Implementation Details for Atari.srt
7.0 kB
6. Deep Q-Learning/6. Pseudocode and Replay Memory.mp4
28 MB
6. Deep Q-Learning/6. Pseudocode and Replay Memory.srt
7.8 kB
6. Deep Q-Learning/7. Deep Q-Learning in Tensorflow for Breakout.mp4
235 MB
6. Deep Q-Learning/7. Deep Q-Learning in Tensorflow for Breakout.srt
28 kB
6. Deep Q-Learning/8. Deep Q-Learning in Theano for Breakout.mp4
234 MB
6. Deep Q-Learning/8. Deep Q-Learning in Theano for Breakout.srt
28 kB
6. Deep Q-Learning/9. Partially Observable MDPs.mp4
7.6 MB
6. Deep Q-Learning/9. Partially Observable MDPs.srt
5.8 kB
7. A3C/1. A3C - Theory and Outline.mp4
72 MB
7. A3C/1. A3C - Theory and Outline.srt
20 kB
7. A3C/2. A3C - Code pt 1 (Warmup).mp4
50 MB
7. A3C/2. A3C - Code pt 1 (Warmup).srt
7.8 kB
7. A3C/3. A3C - Code pt 2.mp4
58 MB
7. A3C/3. A3C - Code pt 2.srt
8.3 kB
7. A3C/4. A3C - Code pt 3.mp4
84 MB
7. A3C/4. A3C - Code pt 3.srt
9.0 kB
7. A3C/5. A3C - Code pt 4.mp4
184 MB
7. A3C/5. A3C - Code pt 4.srt
21 kB
7. A3C/6. A3C - Section Summary.mp4
8.9 MB
7. A3C/6. A3C - Section Summary.srt
2.6 kB
7. A3C/7. Course Summary.mp4
9.4 MB
7. A3C/7. Course Summary.srt
6.0 kB
8. Theano and Tensorflow Basics Review/1. (Review) Theano Basics.mp4
78 MB
8. Theano and Tensorflow Basics Review/1. (Review) Theano Basics.srt
7.3 kB
8. Theano and Tensorflow Basics Review/2. (Review) Theano Neural Network in Code.mp4
68 MB
8. Theano and Tensorflow Basics Review/2. (Review) Theano Neural Network in Code.srt
3.9 kB
8. Theano and Tensorflow Basics Review/3. (Review) Tensorflow Basics.mp4
63 MB
8. Theano and Tensorflow Basics Review/3. (Review) Tensorflow Basics.srt
6.0 kB
8. Theano and Tensorflow Basics Review/4. (Review) Tensorflow Neural Network in Code.mp4
78 MB
8. Theano and Tensorflow Basics Review/4. (Review) Tensorflow Neural Network in Code.srt
6.0 kB
9. Setting Up Your Environment (FAQ by Student Request)/1. Anaconda Environment Setup.mp4
186 MB
9. Setting Up Your Environment (FAQ by Student Request)/1. Anaconda Environment Setup.srt
20 kB
9. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
44 MB
9. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt
14 kB
[Tutorialsplanet.NET].url
128 B