Advanced AI Deep Reinforcement Learning in Python | 650162511775FAFF90D20973FE23B8FFF1B06390

Advanced AI Deep Reinforcement Learning in Python

Name	Advanced AI Deep Reinforcement Learning in Python	DOWNLOAD Copy Link
Total Size	3.1 GB
Total Files	239
Hash	650162511775FAFF90D20973FE23B8FFF1B06390

/6. Deep Q-Learning/
7. Deep Q-Learning in Tensorflow for Breakout.mp4	246.0 MB
7. Deep Q-Learning in Tensorflow for Breakout.srt	28.8 KB
8. Deep Q-Learning in Theano for Breakout.srt	28.8 KB
8. Deep Q-Learning in Theano for Breakout.mp4	245.0 MB
2. Deep Q-Learning Techniques.srt	12.6 KB
6. Pseudocode and Replay Memory.srt	8.0 KB
5. Additional Implementation Details for Atari.srt	7.1 KB
10. Deep Q-Learning Section Summary.srt	6.2 KB
3. Deep Q-Learning in Tensorflow for CartPole.srt	6.0 KB
9. Partially Observable MDPs.srt	5.9 KB
4. Deep Q-Learning in Theano for CartPole.srt	5.6 KB
1. Deep Q-Learning Intro.srt	5.0 KB
6. Pseudocode and Replay Memory.mp4	29.2 MB
3. Deep Q-Learning in Tensorflow for CartPole.mp4	15.7 MB
2. Deep Q-Learning Techniques.mp4	15.1 MB
4. Deep Q-Learning in Theano for CartPole.mp4	14.4 MB
10. Deep Q-Learning Section Summary.mp4	10.9 MB
5. Additional Implementation Details for Atari.mp4	8.9 MB
9. Partially Observable MDPs.mp4	8.0 MB
1. Deep Q-Learning Intro.mp4	6.2 MB
/
TutsNode.com.txt	0.1 KB
[TGx]Downloaded from torrentgalaxy.to .txt	0.6 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.srt	32.5 KB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt	23.6 KB
3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt	16.4 KB
1. How to Succeed in this Course (Long Version).srt	14.9 KB
2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.8 MB
4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4	39.4 MB
3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4	30.7 MB
1. How to Succeed in this Course (Long Version).mp4	19.2 MB
/.../2. The Basics of Reinforcement Learning/
2. Elements of a Reinforcement Learning Problem.srt	27.8 KB
11. Q-Learning.srt	19.4 KB
9. Solving the Bellman Equation with Reinforcement Learning (pt 2).srt	15.9 KB
4. Markov Decision Processes (MDPs).srt	13.6 KB
6. Value Functions and the Bellman Equation.srt	13.2 KB
8. Solving the Bellman Equation with Reinforcement Learning (pt 1).srt	12.7 KB
3. States, Actions, Rewards, Policies.srt	12.0 KB
7. What does it mean to “learn”.srt	9.5 KB
1. Reinforcement Learning Section Introduction.srt	9.0 KB
10. Epsilon-Greedy.srt	8.1 KB
12. How to Learn Reinforcement Learning.srt	8.0 KB
5. The Return.srt	6.8 KB
13. Suggestion Box.srt	4.8 KB
2. Elements of a Reinforcement Learning Problem.mp4	110.4 MB
11. Q-Learning.mp4	70.3 MB
9. Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4	60.1 MB
4. Markov Decision Processes (MDPs).mp4	53.3 MB
6. Value Functions and the Bellman Equation.mp4	50.5 MB
3. States, Actions, Rewards, Policies.mp4	46.7 MB
8. Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4	45.0 MB
10. Epsilon-Greedy.mp4	43.8 MB
1. Reinforcement Learning Section Introduction.mp4	43.0 MB
12. How to Learn Reinforcement Learning.mp4	42.5 MB
7. What does it mean to “learn”.mp4	34.5 MB
5. The Return.mp4	24.9 MB
13. Suggestion Box.mp4	16.9 MB
/.../1. Introduction and Logistics/
2.1 Github Link.html	0.1 KB
3. Anyone Can Succeed in this Course.srt	18.4 KB
1. Introduction and Outline.srt	11.6 KB
2. Where to get the Code.srt	7.7 KB
4. Tensorflow or Theano - Your Choice!.srt	5.5 KB
3. Anyone Can Succeed in this Course.mp4	88.0 MB
1. Introduction and Outline.mp4	52.9 MB
2. Where to get the Code.mp4	31.9 MB
4. Tensorflow or Theano - Your Choice!.mp4	19.8 MB
/.../10. Extra Help With Python Coding for Beginners (FAQ by Student Request)/
1. How to Code by Yourself (part 1).srt	23.3 KB
3. Proof that using Jupyter Notebook is the same as not using it.srt	14.5 KB
2. How to Code by Yourself (part 2).srt	13.6 KB
5. Is Theano Dead.srt	13.2 KB
4. Python 2 vs Python 3.srt	6.2 KB
3. Proof that using Jupyter Notebook is the same as not using it.mp4	82.0 MB
1. How to Code by Yourself (part 1).mp4	25.7 MB
5. Is Theano Dead.mp4	18.7 MB
2. How to Code by Yourself (part 2).mp4	15.5 MB
4. Python 2 vs Python 3.mp4	8.2 MB
/7. A3C/
5. A3C - Code pt 4.srt	21.7 KB
1. A3C - Theory and Outline.srt	20.7 KB
4. A3C - Code pt 3.srt	9.2 KB
3. A3C - Code pt 2.srt	8.5 KB
2. A3C - Code pt 1 (Warmup).srt	8.0 KB
7. Course Summary.srt	6.2 KB
6. A3C - Section Summary.srt	2.7 KB
5. A3C - Code pt 4.mp4	193.3 MB
4. A3C - Code pt 3.mp4	88.6 MB
1. A3C - Theory and Outline.mp4	75.2 MB
3. A3C - Code pt 2.mp4	60.4 MB
2. A3C - Code pt 1 (Warmup).mp4	52.5 MB
7. Course Summary.mp4	9.9 MB
6. A3C - Section Summary.mp4	9.3 MB
/.../9. Setting Up Your Environment (FAQ by Student Request)/
1. Windows-Focused Environment Setup 2018.srt	20.6 KB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt	14.8 KB
1. Windows-Focused Environment Setup 2018.mp4	195.2 MB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	46.0 MB
/5. Policy Gradients/
1. Policy Gradient Methods.srt	15.2 KB
7. Mountain Car Continuous Tensorflow.srt	10.5 KB
6. Mountain Car Continuous Theano.srt	10.1 KB
2. Policy Gradient in TensorFlow for CartPole.srt	8.9 KB
9. Mountain Car Continuous Theano (v2).srt	8.5 KB
8. Mountain Car Continuous Tensorflow (v2).srt	7.2 KB
4. Continuous Action Spaces.srt	5.4 KB
3. Policy Gradient in Theano for CartPole.srt	4.6 KB
5. Mountain Car Continuous Specifics.srt	5.1 KB
10. Policy Gradient Section Summary.srt	1.9 KB
9. Mountain Car Continuous Theano (v2).mp4	23.3 MB
7. Mountain Car Continuous Tensorflow.mp4	21.1 MB
6. Mountain Car Continuous Theano.mp4	20.0 MB
8. Mountain Car Continuous Tensorflow (v2).mp4	19.7 MB
2. Policy Gradient in TensorFlow for CartPole.mp4	18.8 MB
1. Policy Gradient Methods.mp4	18.8 MB
3. Policy Gradient in Theano for CartPole.mp4	14.1 MB
4. Continuous Action Spaces.mp4	6.9 MB
5. Mountain Car Continuous Specifics.mp4	6.8 MB
10. Policy Gradient Section Summary.mp4	3.5 MB
/.../3. OpenAI Gym and Basic Reinforcement Learning Techniques/
6. RBF Neural Networks.srt	15.0 KB
5. CartPole with Bins (Code).srt	8.2 KB
3. Saving a Video.srt	2.4 KB
1. OpenAI Gym Tutorial.srt	7.9 KB
8. RBF Networks with CartPole (Theory).srt	2.5 KB
2. Random Search.srt	7.0 KB
7. RBF Networks with Mountain Car (Code).srt	6.6 KB
11. Tensorflow Warmup.srt	2.5 KB
4. CartPole with Bins (Theory).srt	5.3 KB
12. Plugging in a Neural Network.srt	4.9 KB
13. OpenAI Gym Section Summary.srt	4.3 KB
9. RBF Networks with CartPole (Code).srt	3.7 KB
10. Theano Warmup.srt	3.6 KB
6. RBF Neural Networks.mp4	17.3 MB
5. CartPole with Bins (Code).mp4	15.4 MB
7. RBF Networks with Mountain Car (Code).mp4	14.4 MB
2. Random Search.mp4	10.8 MB
9. RBF Networks with CartPole (Code).mp4	9.3 MB
1. OpenAI Gym Tutorial.mp4	9.1 MB
4. CartPole with Bins (Theory).mp4	6.3 MB
12. Plugging in a Neural Network.mp4	6.2 MB
10. Theano Warmup.mp4	6.1 MB
13. OpenAI Gym Section Summary.mp4	5.6 MB
11. Tensorflow Warmup.mp4	5.3 MB
3. Saving a Video.mp4	4.8 MB
8. RBF Networks with CartPole (Theory).mp4	3.2 MB
/4. TD Lambda/
2. N-Step in Code.srt	4.3 KB
3. TD Lambda.srt	9.6 KB
5. TD Lambda Summary.srt	3.0 KB
1. N-Step Methods.srt	3.9 KB
4. TD Lambda in Code.srt	3.4 KB
1. N-Step Methods.mp4	16.3 MB
3. TD Lambda.mp4	12.3 MB
2. N-Step in Code.mp4	9.9 MB
4. TD Lambda in Code.mp4	8.0 MB
5. TD Lambda Summary.mp4	3.8 MB
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/.../12. Appendix FAQ Finale/
2. BONUS Where to get Udemy coupons and FREE deep learning material.srt	8.1 KB
1. What is the Appendix.srt	3.8 KB
2. BONUS Where to get Udemy coupons and FREE deep learning material.mp4	39.7 MB
1. What is the Appendix.mp4	5.7 MB
/.../8. Theano and Tensorflow Basics Review/
1. (Review) Theano Basics.srt	7.5 KB
4. (Review) Tensorflow Neural Network in Code.srt	6.1 KB
3. (Review) Tensorflow Basics.srt	6.1 KB
2. (Review) Theano Neural Network in Code.srt	4.0 KB
4. (Review) Tensorflow Neural Network in Code.mp4	82.2 MB
1. (Review) Theano Basics.mp4	81.9 MB
2. (Review) Theano Neural Network in Code.mp4	71.0 MB
3. (Review) Tensorflow Basics.mp4	66.5 MB
Total files 239