[FreeCourseSite com] Udemy - Artificial Intelligence Reinforcement Learning in Python
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| Torrent Hash : | 2C2ECE5A1762052507C7237EFF15C94A55F65C72 |
| Torrent Added : | 1 Year+ in Other - Other |
| Torrent Size : | 1.19 GB |
[FreeCourseSite com] Udemy - Artificial Intelligence Reinforcement Learning in Python
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Torrent File Content (165 files)
[FreeCourseSite.com] Udemy - Artificial Intelligence Reinforcement Learning in Python
1. Introduction and Outline
1. Introduction and outline.mp4 -
1. Introduction and Outline
1. Introduction and outline.mp4 -
10.1 MB
1. Introduction and outline.vtt -
12 KB
2. What is Reinforcement Learning.mp4 -
21.95 MB
2. What is Reinforcement Learning.vtt -
23.95 KB
3. Where to get the Code.mp4 -
4.46 MB
3. Where to get the Code.vtt -
4.92 KB
4. Strategy for Passing the Course.mp4 -
9.48 MB
4. Strategy for Passing the Course.vtt -
10.66 KB
2. Return of the Multi-Armed Bandit
1. Problem Setup and The Explore-Exploit Dilemma.mp4 -
1. Problem Setup and The Explore-Exploit Dilemma.mp4 -
6.48 MB
1. Problem Setup and The Explore-Exploit Dilemma.vtt -
7.12 KB
2. Epsilon-Greedy.mp4 -
2.79 MB
2. Epsilon-Greedy.vtt -
2.94 KB
3. Updating a Sample Mean.mp4 -
2.17 MB
3. Updating a Sample Mean.vtt -
2 KB
4. Comparing Different Epsilons.mp4 -
8.02 MB
4. Comparing Different Epsilons.vtt -
4.86 KB
5. Optimistic Initial Values.mp4 -
5.13 MB
5. Optimistic Initial Values.vtt -
3.04 KB
6. UCB1.mp4 -
8.23 MB
6. UCB1.vtt -
7.37 KB
7. Bayesian Thompson Sampling.mp4 -
51.85 MB
7. Bayesian Thompson Sampling.vtt -
11.04 KB
8. Thompson Sampling vs. Epsilon-Greedy vs. Optimistic Initial Values vs. UCB1.mp4 -
10.57 MB
8. Thompson Sampling vs. Epsilon-Greedy vs. Optimistic Initial Values vs. UCB1.vtt -
5.53 KB
9. Nonstationary Bandits.mp4 -
7.49 MB
9. Nonstationary Bandits.vtt -
7.09 KB
3. Build an Intelligent Tic-Tac-Toe Agent
1. Naive Solution to Tic-Tac-Toe.mp4 -
1. Naive Solution to Tic-Tac-Toe.mp4 -
6.11 MB
1. Naive Solution to Tic-Tac-Toe.vtt -
6.58 KB
10. Tic Tac Toe Code Main Loop and Demo.mp4 -
9.44 MB
10. Tic Tac Toe Code Main Loop and Demo.vtt -
8.39 KB
11. Tic Tac Toe Summary.mp4 -
8.32 MB
11. Tic Tac Toe Summary.vtt -
9.33 KB
2. Components of a Reinforcement Learning System.mp4 -
12.72 MB
2. Components of a Reinforcement Learning System.vtt -
13.4 KB
3. Notes on Assigning Rewards.mp4 -
4.23 MB
3. Notes on Assigning Rewards.vtt -
4.51 KB
4. The Value Function and Your First Reinforcement Learning Algorithm.mp4 -
103.72 MB
4. The Value Function and Your First Reinforcement Learning Algorithm.vtt -
21.69 KB
5. Tic Tac Toe Code Outline.mp4 -
5.04 MB
5. Tic Tac Toe Code Outline.vtt -
5.87 KB
6. Tic Tac Toe Code Representing States.mp4 -
4.42 MB
6. Tic Tac Toe Code Representing States.vtt -
4.5 KB
7. Tic Tac Toe Code Enumerating States Recursively.mp4 -
9.79 MB
7. Tic Tac Toe Code Enumerating States Recursively.vtt -
10.3 KB
8. Tic Tac Toe Code The Environment.mp4 -
10.05 MB
8. Tic Tac Toe Code The Environment.vtt -
10.88 KB
9. Tic Tac Toe Code The Agent.mp4 -
9.01 MB
9. Tic Tac Toe Code The Agent.vtt -
9.96 KB
4. Markov Decision Proccesses
1. Gridworld.mp4 -
1. Gridworld.mp4 -
3.36 MB
1. Gridworld.vtt -
3.69 KB
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