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[DesireCourse.Net] Udemy - Artificial Intelligence Reinforcement Learning in Python
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2020-10-30 09:16
2024-12-22 10:39
205
1.9 GB
98
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相关链接
DesireCourse
Net
Udemy
-
Artificial
Intelligence
Reinforcement
Learning
in
Python
文件列表
1. Welcome/1. Introduction.mp4
34.24MB
1. Welcome/2. Where to get the Code.mp4
4.45MB
1. Welcome/3. Strategy for Passing the Course.mp4
9.48MB
1. Welcome/4. Course Outline.mp4
30.97MB
10. Stock Trading Project with Reinforcement Learning/1. Stock Trading Project Section Introduction.mp4
26.77MB
10. Stock Trading Project with Reinforcement Learning/2. Data and Environment.mp4
52.01MB
10. Stock Trading Project with Reinforcement Learning/3. How to Model Q for Q-Learning.mp4
44.89MB
10. Stock Trading Project with Reinforcement Learning/4. Design of the Program.mp4
23.31MB
10. Stock Trading Project with Reinforcement Learning/5. Code pt 1.mp4
49.72MB
10. Stock Trading Project with Reinforcement Learning/6. Code pt 2.mp4
65.29MB
10. Stock Trading Project with Reinforcement Learning/7. Code pt 3.mp4
33.72MB
10. Stock Trading Project with Reinforcement Learning/8. Code pt 4.mp4
49.08MB
10. Stock Trading Project with Reinforcement Learning/9. Stock Trading Project Discussion.mp4
15.78MB
11. Appendix FAQ/1. What is the Appendix.mp4
5.45MB
11. Appendix FAQ/10. What order should I take your courses in (part 1).mp4
29.32MB
11. Appendix FAQ/11. What order should I take your courses in (part 2).mp4
37.62MB
11. Appendix FAQ/12. BONUS Where to get discount coupons and FREE deep learning material.mp4
37.83MB
11. Appendix FAQ/2. Windows-Focused Environment Setup 2018.mp4
186.38MB
11. Appendix FAQ/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
43.92MB
11. Appendix FAQ/4. How to Code by Yourself (part 1).mp4
24.54MB
11. Appendix FAQ/5. How to Code by Yourself (part 2).mp4
14.8MB
11. Appendix FAQ/6. How to Succeed in this Course (Long Version).mp4
18.31MB
11. Appendix FAQ/7. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
38.95MB
11. Appendix FAQ/8. Proof that using Jupyter Notebook is the same as not using it.mp4
78.32MB
11. Appendix FAQ/9. Python 2 vs Python 3.mp4
7.84MB
2. Return of the Multi-Armed Bandit/1. Problem Setup and The Explore-Exploit Dilemma.mp4
6.47MB
2. Return of the Multi-Armed Bandit/10. Thompson Sampling vs. Epsilon-Greedy vs. Optimistic Initial Values vs. UCB1.mp4
10.57MB
2. Return of the Multi-Armed Bandit/11. Nonstationary Bandits.mp4
7.48MB
2. Return of the Multi-Armed Bandit/12. Bandit Summary, Real Data, and Online Learning.mp4
33.92MB
2. Return of the Multi-Armed Bandit/2. Applications of the Explore-Exploit Dilemma.mp4
51.18MB
2. Return of the Multi-Armed Bandit/3. Epsilon-Greedy.mp4
2.78MB
2. Return of the Multi-Armed Bandit/4. Updating a Sample Mean.mp4
2.18MB
2. Return of the Multi-Armed Bandit/5. Designing Your Bandit Program.mp4
24.51MB
2. Return of the Multi-Armed Bandit/6. Comparing Different Epsilons.mp4
8.01MB
2. Return of the Multi-Armed Bandit/7. Optimistic Initial Values.mp4
15.84MB
2. Return of the Multi-Armed Bandit/8. UCB1.mp4
8.23MB
2. Return of the Multi-Armed Bandit/9. Bayesian Thompson Sampling.mp4
51.85MB
3. High Level Overview of Reinforcement Learning/1. What is Reinforcement Learning.mp4
54.62MB
3. High Level Overview of Reinforcement Learning/2. On Unusual or Unexpected Strategies of RL.mp4
37.1MB
3. High Level Overview of Reinforcement Learning/3. Defining Some Terms.mp4
42.34MB
4. Build an Intelligent Tic-Tac-Toe Agent/1. Naive Solution to Tic-Tac-Toe.mp4
6.12MB
4. Build an Intelligent Tic-Tac-Toe Agent/10. Tic Tac Toe Code Main Loop and Demo.mp4
9.44MB
4. Build an Intelligent Tic-Tac-Toe Agent/11. Tic Tac Toe Summary.mp4
8.32MB
4. Build an Intelligent Tic-Tac-Toe Agent/12. Tic Tac Toe Exercise.mp4
19.77MB
4. Build an Intelligent Tic-Tac-Toe Agent/2. Components of a Reinforcement Learning System.mp4
12.71MB
4. Build an Intelligent Tic-Tac-Toe Agent/3. Notes on Assigning Rewards.mp4
4.22MB
4. Build an Intelligent Tic-Tac-Toe Agent/4. The Value Function and Your First Reinforcement Learning Algorithm.mp4
103.72MB
4. Build an Intelligent Tic-Tac-Toe Agent/5. Tic Tac Toe Code Outline.mp4
5.04MB
4. Build an Intelligent Tic-Tac-Toe Agent/6. Tic Tac Toe Code Representing States.mp4
4.42MB
4. Build an Intelligent Tic-Tac-Toe Agent/7. Tic Tac Toe Code Enumerating States Recursively.mp4
9.79MB
4. Build an Intelligent Tic-Tac-Toe Agent/8. Tic Tac Toe Code The Environment.mp4
10.05MB
4. Build an Intelligent Tic-Tac-Toe Agent/9. Tic Tac Toe Code The Agent.mp4
9.01MB
5. Markov Decision Proccesses/1. Gridworld.mp4
3.36MB
5. Markov Decision Proccesses/2. The Markov Property.mp4
7.18MB
5. Markov Decision Proccesses/3. Defining and Formalizing the MDP.mp4
6.64MB
5. Markov Decision Proccesses/4. Future Rewards.mp4
5.17MB
5. Markov Decision Proccesses/5. Value Function Introduction.mp4
19.72MB
5. Markov Decision Proccesses/6. Value Functions.mp4
8.29MB
5. Markov Decision Proccesses/7. Bellman Examples.mp4
87.12MB
5. Markov Decision Proccesses/8. Optimal Policy and Optimal Value Function.mp4
3.23MB
5. Markov Decision Proccesses/9. MDP Summary.mp4
5.67MB
6. Dynamic Programming/1. Intro to Dynamic Programming and Iterative Policy Evaluation.mp4
4.83MB
6. Dynamic Programming/10. Value Iteration in Code.mp4
4.89MB
6. Dynamic Programming/11. Dynamic Programming Summary.mp4
8.31MB
6. Dynamic Programming/2. Gridworld in Code.mp4
11.46MB
6. Dynamic Programming/3. Designing Your RL Program.mp4
22.34MB
6. Dynamic Programming/4. Iterative Policy Evaluation in Code.mp4
12.06MB
6. Dynamic Programming/5. Policy Improvement.mp4
4.53MB
6. Dynamic Programming/6. Policy Iteration.mp4
3.14MB
6. Dynamic Programming/7. Policy Iteration in Code.mp4
7.62MB
6. Dynamic Programming/8. Policy Iteration in Windy Gridworld.mp4
9.1MB
6. Dynamic Programming/9. Value Iteration.mp4
6.18MB
7. Monte Carlo/1. Monte Carlo Intro.mp4
4.97MB
7. Monte Carlo/2. Monte Carlo Policy Evaluation.mp4
8.75MB
7. Monte Carlo/3. Monte Carlo Policy Evaluation in Code.mp4
7.92MB
7. Monte Carlo/4. Policy Evaluation in Windy Gridworld.mp4
7.81MB
7. Monte Carlo/5. Monte Carlo Control.mp4
9.26MB
7. Monte Carlo/6. Monte Carlo Control in Code.mp4
10.17MB
7. Monte Carlo/7. Monte Carlo Control without Exploring Starts.mp4
4.62MB
7. Monte Carlo/8. Monte Carlo Control without Exploring Starts in Code.mp4
8.06MB
7. Monte Carlo/9. Monte Carlo Summary.mp4
5.71MB
8. Temporal Difference Learning/1. Temporal Difference Intro.mp4
2.73MB
8. Temporal Difference Learning/2. TD(0) Prediction.mp4
5.82MB
8. Temporal Difference Learning/3. TD(0) Prediction in Code.mp4
5.32MB
8. Temporal Difference Learning/4. SARSA.mp4
8.2MB
8. Temporal Difference Learning/5. SARSA in Code.mp4
8.82MB
8. Temporal Difference Learning/6. Q Learning.mp4
4.84MB
8. Temporal Difference Learning/7. Q Learning in Code.mp4
5.42MB
8. Temporal Difference Learning/8. TD Summary.mp4
3.94MB
9. Approximation Methods/1. Approximation Intro.mp4
6.47MB
9. Approximation Methods/2. Linear Models for Reinforcement Learning.mp4
6.47MB
9. Approximation Methods/3. Features.mp4
6.25MB
9. Approximation Methods/4. Monte Carlo Prediction with Approximation.mp4
2.85MB
9. Approximation Methods/5. Monte Carlo Prediction with Approximation in Code.mp4
6.57MB
9. Approximation Methods/6. TD(0) Semi-Gradient Prediction.mp4
8.36MB
9. Approximation Methods/7. Semi-Gradient SARSA.mp4
4.7MB
9. Approximation Methods/8. Semi-Gradient SARSA in Code.mp4
10.61MB
9. Approximation Methods/9. Course Summary and Next Steps.mp4
13.24MB
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