FreeTutorials Us artificial intelligence reinforcement learning in python
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| Torrent Added : | 1 Year+ in Other - Other |
| Torrent Size : | 592.52 MB |
FreeTutorials Us artificial intelligence reinforcement learning in python
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Torrent File Content (73 files)
[FreeTutorials.Us] artificial-intelligence-reinforcement-learning-in-python
01 Introduction and Outline
001 Introduction and outline.mp4 -
01 Introduction and Outline
001 Introduction and outline.mp4 -
10.1 MB
002 What is Reinforcement Learning.mp4 -
21.94 MB
003 Where to get the Code.mp4 -
4.45 MB
004 Strategy for Passing the Course.mp4 -
9.47 MB
02 Return of the Multi-Armed Bandit
005 Problem Setup and The Explore-Exploit Dilemma.mp4 -
005 Problem Setup and The Explore-Exploit Dilemma.mp4 -
6.47 MB
006 Epsilon-Greedy.mp4 -
2.78 MB
007 Updating a Sample Mean.mp4 -
2.17 MB
008 Comparing Different Epsilons.mp4 -
8.01 MB
009 Optimistic Initial Values.mp4 -
5.12 MB
010 UCB1.mp4 -
8.23 MB
011 Bayesian Thompson Sampling.mp4 -
15.23 MB
012 Thompson Sampling vs. Epsilon-Greedy vs. Optimistic Initial Values vs. UCB1.mp4 -
10.57 MB
013 Nonstationary Bandits.mp4 -
7.48 MB
03 Build an Intelligent Tic-Tac-Toe Agent
014 Naive Solution to Tic-Tac-Toe.mp4 -
014 Naive Solution to Tic-Tac-Toe.mp4 -
6.11 MB
015 Components of a Reinforcement Learning System.mp4 -
12.71 MB
016 Notes on Assigning Rewards.mp4 -
4.22 MB
017 The Value Function and Your First Reinforcement Learning Algorithm.mp4 -
26.13 MB
018 Tic Tac Toe Code Outline.mp4 -
5.03 MB
019 Tic Tac Toe Code Representing States.mp4 -
4.42 MB
020 Tic Tac Toe Code Enumerating States Recursively.mp4 -
9.79 MB
021 Tic Tac Toe Code The Environment.mp4 -
10.05 MB
022 Tic Tac Toe Code The Agent.mp4 -
9.01 MB
023 Tic Tac Toe Code Main Loop and Demo.mp4 -
9.44 MB
024 Tic Tac Toe Summary.mp4 -
8.31 MB
04 Markov Decision Proccesses
025 Gridworld.mp4 -
025 Gridworld.mp4 -
3.36 MB
026 The Markov Property.mp4 -
7.18 MB
027 Defining and Formalizing the MDP.mp4 -
6.64 MB
028 Future Rewards.mp4 -
5.17 MB
029 Value Functions.mp4 -
7.08 MB
030 Optimal Policy and Optimal Value Function.mp4 -
6.31 MB
031 MDP Summary.mp4 -
2.41 MB
05 Dynamic Programming
032 Intro to Dynamic Programming and Iterative Policy Evaluation.mp4 -
032 Intro to Dynamic Programming and Iterative Policy Evaluation.mp4 -
4.83 MB
033 Gridworld in Code.mp4 -
11.46 MB
034 Iterative Policy Evaluation in Code.mp4 -
12.06 MB
035 Policy Improvement.mp4 -
4.53 MB
036 Policy Iteration.mp4 -
3.13 MB
037 Policy Iteration in Code.mp4 -
7.62 MB
038 Policy Iteration in Windy Gridworld.mp4 -
9.1 MB
039 Value Iteration.mp4 -
6.18 MB
040 Value Iteration in Code.mp4 -
4.89 MB
041 Dynamic Programming Summary.mp4 -
8.31 MB
06 Monte Carlo
042 Monte Carlo Intro.mp4 -
042 Monte Carlo Intro.mp4 -
4.97 MB
043 Monte Carlo Policy Evaluation.mp4 -
8.75 MB
044 Monte Carlo Policy Evaluation in Code.mp4 -
7.91 MB
045 Policy Evaluation in Windy Gridworld.mp4 -
7.81 MB
046 Monte Carlo Control.mp4 -
9.26 MB
047 Monte Carlo Control in Code.mp4 -
10.17 MB
048 Monte Carlo Control without Exploring Starts.mp4 -
4.62 MB
049 Monte Carlo Control without Exploring Starts in Code.mp4 -
8.05 MB
050 Monte Carlo Summary.mp4 -
5.71 MB
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