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[FreeCourseLab.com] Udemy - Advanced AI Deep Reinforcement Learning in Python
大小 1.79 GB
文件数 145
Info Hash: A8C32B6AD2744E9141CDA36AB8EFC937CDBDA3CD
收录时间 2026-01-08 01:34:10
更新时间 2026-01-08 01:34:10
文件列表 (145)
1. Introduction and Logistics/1. Introduction and Outline.mp4
15.83 MB
1. Introduction and Logistics/1. Introduction and Outline.vtt
12.77 KB
1. Introduction and Logistics/2. Where to get the Code.mp4
5.2 MB
1. Introduction and Logistics/2. Where to get the Code.vtt
4.09 KB
1. Introduction and Logistics/3. How to Succeed in this Course.mp4
3.3 MB
1. Introduction and Logistics/3. How to Succeed in this Course.vtt
3.49 KB
1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.mp4
18.93 MB
1. Introduction and Logistics/4. Tensorflow or Theano - Your Choice!.vtt
4.75 KB
2. Background Review/1. Review Intro.mp4
4.2 MB
2. Background Review/1. Review Intro.vtt
3.14 KB
2. Background Review/2. Review of Markov Decision Processes.mp4
12.31 MB
2. Background Review/2. Review of Markov Decision Processes.vtt
8.86 KB
2. Background Review/3. Review of Dynamic Programming.mp4
6.51 MB
2. Background Review/3. Review of Dynamic Programming.vtt
4.7 KB
2. Background Review/4. Review of Monte Carlo Methods.mp4
6.18 MB
2. Background Review/4. Review of Monte Carlo Methods.vtt
4.41 KB
2. Background Review/5. Review of Temporal Difference Learning.mp4
7.16 MB
2. Background Review/5. Review of Temporal Difference Learning.vtt
5.23 KB
2. Background Review/6. Review of Approximation Methods for Reinforcement Learning.mp4
3.67 MB
2. Background Review/6. Review of Approximation Methods for Reinforcement Learning.vtt
2.51 KB
2. Background Review/7. Review of Deep Learning.mp4
11.05 MB
2. Background Review/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
3. OpenAI Gym and Basic Reinforcement Learning Techniques/1. OpenAI Gym Tutorial.vtt
6.76 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/10. Theano Warmup.mp4
5.83 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/10. Theano Warmup.vtt
3.08 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/11. Tensorflow Warmup.mp4
5.07 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/11. Tensorflow Warmup.vtt
2.19 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/12. Plugging in a Neural Network.mp4
5.92 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/12. Plugging in a Neural Network.vtt
4.28 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/13. OpenAI Gym Section Summary.mp4
5.32 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/13. OpenAI Gym Section Summary.vtt
3.71 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/2. Random Search.mp4
10.29 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/2. Random Search.vtt
6.04 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/3. Saving a Video.mp4
4.54 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/3. Saving a Video.vtt
2.1 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/4. CartPole with Bins (Theory).mp4
6.02 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/4. CartPole with Bins (Theory).vtt
4.6 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/5. CartPole with Bins (Code).mp4
14.7 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/5. CartPole with Bins (Code).vtt
7.01 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/6. RBF Neural Networks.mp4
16.52 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/6. RBF Neural Networks.vtt
12.8 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/7. RBF Networks with Mountain Car (Code).mp4
13.75 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/7. RBF Networks with Mountain Car (Code).vtt
5.67 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/8. RBF Networks with CartPole (Theory).mp4
3.05 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/8. RBF Networks with CartPole (Theory).vtt
2.17 KB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/9. RBF Networks with CartPole (Code).mp4
8.91 MB
3. OpenAI Gym and Basic Reinforcement Learning Techniques/9. RBF Networks with CartPole (Code).vtt
3.17 KB
4. TD Lambda/1. N-Step Methods.mp4
5.03 MB
4. TD Lambda/1. N-Step Methods.vtt
3.42 KB
4. TD Lambda/2. N-Step in Code.mp4
9.47 MB
4. TD Lambda/2. N-Step in Code.vtt
3.71 KB
4. TD Lambda/3. TD Lambda.mp4
11.78 MB
4. TD Lambda/3. TD Lambda.vtt
8.22 KB
4. TD Lambda/4. TD Lambda in Code.mp4
7.62 MB
4. TD Lambda/4. TD Lambda in Code.vtt
2.92 KB
4. TD Lambda/5. TD Lambda Summary.mp4
3.65 MB
4. TD Lambda/5. TD Lambda Summary.vtt
2.64 KB
5. Policy Gradients/1. Policy Gradient Methods.mp4
17.95 MB
5. Policy Gradients/1. Policy Gradient Methods.vtt
13.02 KB
5. Policy Gradients/10. Policy Gradient Section Summary.mp4
3.33 MB
5. Policy Gradients/10. Policy Gradient Section Summary.vtt
1.67 KB
5. Policy Gradients/2. Policy Gradient in TensorFlow for CartPole.mp4
17.98 MB
5. Policy Gradients/2. Policy Gradient in TensorFlow for CartPole.vtt
7.69 KB
5. Policy Gradients/3. Policy Gradient in Theano for CartPole.mp4
13.44 MB
5. Policy Gradients/3. Policy Gradient in Theano for CartPole.vtt
4 KB
5. Policy Gradients/4. Continuous Action Spaces.mp4
6.58 MB
5. Policy Gradients/4. Continuous Action Spaces.vtt
4.67 KB
5. Policy Gradients/5. Mountain Car Continuous Specifics.mp4
6.5 MB
5. Policy Gradients/5. Mountain Car Continuous Specifics.vtt
4.45 KB
5. Policy Gradients/6. Mountain Car Continuous Theano.mp4
19.07 MB
5. Policy Gradients/6. Mountain Car Continuous Theano.vtt
8.57 KB
5. Policy Gradients/7. Mountain Car Continuous Tensorflow.mp4
20.09 MB
5. Policy Gradients/7. Mountain Car Continuous Tensorflow.vtt
8.95 KB
5. Policy Gradients/8. Mountain Car Continuous Tensorflow (v2).mp4
18.78 MB
5. Policy Gradients/8. Mountain Car Continuous Tensorflow (v2).vtt
6.2 KB
5. Policy Gradients/9. Mountain Car Continuous Theano (v2).mp4
22.19 MB
5. Policy Gradients/9. Mountain Car Continuous Theano (v2).vtt
7.36 KB
6. Deep Q-Learning/1. Deep Q-Learning Intro.mp4
5.9 MB
6. Deep Q-Learning/1. Deep Q-Learning Intro.vtt
4.24 KB
6. Deep Q-Learning/2. Deep Q-Learning Techniques.mp4
14.45 MB
6. Deep Q-Learning/2. Deep Q-Learning Techniques.vtt
10.77 KB
6. Deep Q-Learning/3. Deep Q-Learning in Tensorflow for CartPole.mp4
14.99 MB
6. Deep Q-Learning/3. Deep Q-Learning in Tensorflow for CartPole.vtt
5.12 KB
6. Deep Q-Learning/4. Deep Q-Learning in Theano for CartPole.mp4
13.77 MB
6. Deep Q-Learning/4. Deep Q-Learning in Theano for CartPole.vtt
4.78 KB
6. Deep Q-Learning/5. Additional Implementation Details for Atari.mp4
8.51 MB
6. Deep Q-Learning/5. Additional Implementation Details for Atari.vtt
6.15 KB
6. Deep Q-Learning/6. Deep Q-Learning in Tensorflow for Breakout.mp4
15.76 MB
6. Deep Q-Learning/6. Deep Q-Learning in Tensorflow for Breakout.vtt
6.09 KB
6. Deep Q-Learning/7. Deep Q-Learning in Theano for Breakout.mp4
20.04 MB
6. Deep Q-Learning/7. Deep Q-Learning in Theano for Breakout.vtt
7.11 KB
6. Deep Q-Learning/8. Partially Observable MDPs.mp4
7.6 MB
6. Deep Q-Learning/8. Partially Observable MDPs.vtt
5.09 KB
6. Deep Q-Learning/9. Deep Q-Learning Section Summary.mp4
10.4 MB
6. Deep Q-Learning/9. Deep Q-Learning Section Summary.vtt
5.32 KB
7. A3C/1. A3C - Theory and Outline.mp4
71.76 MB
7. A3C/1. A3C - Theory and Outline.vtt
17.85 KB
7. A3C/2. A3C - Code pt 1 (Warmup).mp4
50.09 MB
7. A3C/2. A3C - Code pt 1 (Warmup).vtt
6.83 KB
7. A3C/3. A3C - Code pt 2.mp4
57.61 MB
7. A3C/3. A3C - Code pt 2.vtt
7.32 KB
7. A3C/4. A3C - Code pt 3.mp4
84.52 MB
7. A3C/4. A3C - Code pt 3.vtt
7.95 KB
7. A3C/5. A3C - Code pt 4.mp4
184.35 MB
7. A3C/5. A3C - Code pt 4.vtt
18.59 KB
7. A3C/6. A3C - Section Summary.mp4
8.85 MB
7. A3C/6. A3C - Section Summary.vtt
2.36 KB
7. A3C/7. Course Summary.mp4
9.46 MB
7. A3C/7. Course Summary.vtt
5.33 KB
8. Theano and Tensorflow Basics Review/1. (Review) Theano Basics.mp4
93.4 MB
8. Theano and Tensorflow Basics Review/1. (Review) Theano Basics.vtt
6.31 KB
8. Theano and Tensorflow Basics Review/2. (Review) Theano Neural Network in Code.mp4
87 MB
8. Theano and Tensorflow Basics Review/2. (Review) Theano Neural Network in Code.vtt
3.29 KB
8. Theano and Tensorflow Basics Review/3. (Review) Tensorflow Basics.mp4
81.43 MB
8. Theano and Tensorflow Basics Review/3. (Review) Tensorflow Basics.vtt
5.06 KB
8. Theano and Tensorflow Basics Review/4. (Review) Tensorflow Neural Network in Code.mp4
97.29 MB
8. Theano and Tensorflow Basics Review/4. (Review) Tensorflow Neural Network in Code.vtt
4.78 KB
9. Appendix/1. What is the Appendix.mp4
5.46 MB
9. Appendix/1. What is the Appendix.vtt
3.28 KB
9. Appendix/10. Python 2 vs Python 3.mp4
7.84 MB
9. Appendix/10. Python 2 vs Python 3.vtt
5.35 KB
9. Appendix/11. Is Theano Dead.mp4
17.82 MB
9. Appendix/11. Is Theano Dead.vtt
11.3 KB
9. Appendix/12. What order should I take your courses in (part 1).mp4
29.33 MB
9. Appendix/12. What order should I take your courses in (part 1).vtt
14.09 KB
9. Appendix/13. What order should I take your courses in (part 2).mp4
37.62 MB
9. Appendix/13. What order should I take your courses in (part 2).vtt
20.24 KB
9. Appendix/2. Where to get Udemy coupons and FREE deep learning material.mp4
4.03 MB
9. Appendix/2. Where to get Udemy coupons and FREE deep learning material.vtt
2.99 KB
9. Appendix/3. Windows-Focused Environment Setup 2018.mp4
186.16 MB
9. Appendix/3. Windows-Focused Environment Setup 2018.vtt
17.39 KB
9. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
43.92 MB
9. Appendix/4. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.vtt
12.4 KB
9. Appendix/5. How to Code by Yourself (part 1).mp4
24.53 MB
9. Appendix/5. How to Code by Yourself (part 1).vtt
19.78 KB
9. Appendix/6. How to Code by Yourself (part 2).mp4
14.8 MB
9. Appendix/6. How to Code by Yourself (part 2).vtt
11.62 KB
9. Appendix/7. How to Succeed in this Course (Long Version).mp4
18.32 MB
9. Appendix/7. How to Succeed in this Course (Long Version).vtt
12.79 KB
9. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
38.96 MB
9. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.vtt
27.77 KB
9. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.mp4
78.25 MB
9. Appendix/9. Proof that using Jupyter Notebook is the same as not using it.vtt
12.22 KB
[FreeCourseLab.com].url
126 B
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