Pluralsight Understanding Algorithms for Reinforcement Learning

Torrent Hash:
430BE7AC24EFF3D791D9146490135B8499D30C25
Number of Files:
58
Content Size:
231.69MB
Convert On:
2019-06-29
Magnet Link:
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File Name
Size
04.Using Reinforcement Learning Platforms/0406.Demo Q-learning to Balance a Pole on a Cart Simulation.mp4
14.77MB
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01.Course Overview/0101.Course Overview.srt
2.85KB
02.Understanding the Reinforcement Learning Problem/0201.Module Overview .mp4
2.86MB
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02.Understanding the Reinforcement Learning Problem/0201.Module Overview .srt
2.58KB
02.Understanding the Reinforcement Learning Problem/0202.Prerequisites and Course Overview.mp4
3.44MB
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02.Understanding the Reinforcement Learning Problem/0202.Prerequisites and Course Overview.srt
3.77KB
02.Understanding the Reinforcement Learning Problem/0203.Supervised and Unsupervised Machine Learning Techniques.mp4
7.16MB
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02.Understanding the Reinforcement Learning Problem/0203.Supervised and Unsupervised Machine Learning Techniques.srt
7.59KB
02.Understanding the Reinforcement Learning Problem/0204.Introducing Reinforcement Learning.mp4
10.9MB
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02.Understanding the Reinforcement Learning Problem/0204.Introducing Reinforcement Learning.srt
9.48KB
02.Understanding the Reinforcement Learning Problem/0205.Reinforcement Learning vs. Supervised and Unsupervised Learning.mp4
5.47MB
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02.Understanding the Reinforcement Learning Problem/0205.Reinforcement Learning vs. Supervised and Unsupervised Learning.srt
3.65KB
02.Understanding the Reinforcement Learning Problem/0206.Modeling the Environment as a Markov Decision Process.mp4
9.35MB
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02.Understanding the Reinforcement Learning Problem/0206.Modeling the Environment as a Markov Decision Process.srt
9.41KB
02.Understanding the Reinforcement Learning Problem/0207.Reinforcement Learning Applications.mp4
3.9MB
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02.Understanding the Reinforcement Learning Problem/0207.Reinforcement Learning Applications.srt
4.76KB
02.Understanding the Reinforcement Learning Problem/0208.Understanding Policy Search.mp4
10.49MB
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02.Understanding the Reinforcement Learning Problem/0208.Understanding Policy Search.srt
10.75KB
02.Understanding the Reinforcement Learning Problem/0209.Policy Search Algorithms.mp4
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02.Understanding the Reinforcement Learning Problem/0209.Policy Search Algorithms.srt
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03.Implementing Reinforcement Learning Algorithms/0301.Module Overview.mp4
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03.Implementing Reinforcement Learning Algorithms/0301.Module Overview.srt
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03.Implementing Reinforcement Learning Algorithms/0302.Dynamic Programming.mp4
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03.Implementing Reinforcement Learning Algorithms/0302.Dynamic Programming.srt
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03.Implementing Reinforcement Learning Algorithms/0303.Demo 8-Queens Algorithm Using Dynamic Programming, Helper Functions.mp4
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03.Implementing Reinforcement Learning Algorithms/0303.Demo 8-Queens Algorithm Using Dynamic Programming, Helper Functions.srt
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03.Implementing Reinforcement Learning Algorithms/0304.Demo 8-Queens Algorithm Using Dynamic Programming, Place Queens.mp4
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03.Implementing Reinforcement Learning Algorithms/0304.Demo 8-Queens Algorithm Using Dynamic Programming, Place Queens.srt
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03.Implementing Reinforcement Learning Algorithms/0305.Policy Search Techniques Q-learning and SARSA.mp4
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03.Implementing Reinforcement Learning Algorithms/0305.Policy Search Techniques Q-learning and SARSA.srt
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03.Implementing Reinforcement Learning Algorithms/0306.Intuition Behind Q-learning.mp4
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03.Implementing Reinforcement Learning Algorithms/0306.Intuition Behind Q-learning.srt
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03.Implementing Reinforcement Learning Algorithms/0307.Q-learning Using the Temporal Difference Method and SARSA.mp4
7.92MB
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03.Implementing Reinforcement Learning Algorithms/0307.Q-learning Using the Temporal Difference Method and SARSA.srt
7.91KB
03.Implementing Reinforcement Learning Algorithms/0308.Exploring State Space.mp4
11.77MB
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9.95KB
03.Implementing Reinforcement Learning Algorithms/0309.Demo Q-learning for Shortest Path Initialization.mp4
9.21MB
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03.Implementing Reinforcement Learning Algorithms/0309.Demo Q-learning for Shortest Path Initialization.srt
6.43KB
03.Implementing Reinforcement Learning Algorithms/0310.Demo Q-learning for Shortest Path Implementation.mp4
12.35MB
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03.Implementing Reinforcement Learning Algorithms/0310.Demo Q-learning for Shortest Path Implementation.srt
6.85KB
03.Implementing Reinforcement Learning Algorithms/0311.Intuitive Differences Between the Temporal Difference Method and SARSA.mp4
6.67MB
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03.Implementing Reinforcement Learning Algorithms/0311.Intuitive Differences Between the Temporal Difference Method and SARSA.srt
4.94KB
03.Implementing Reinforcement Learning Algorithms/0312.Q-values as a Memoization Technique.mp4
5.31MB
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03.Implementing Reinforcement Learning Algorithms/0312.Q-values as a Memoization Technique.srt
3.6KB
04.Using Reinforcement Learning Platforms/0401.Module Overview.mp4
1.69MB
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04.Using Reinforcement Learning Platforms/0401.Module Overview.srt
1.62KB
04.Using Reinforcement Learning Platforms/0402.Exploring Reinforcement Learning Platforms.mp4
11.89MB
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04.Using Reinforcement Learning Platforms/0402.Exploring Reinforcement Learning Platforms.srt
5.73KB
04.Using Reinforcement Learning Platforms/0403.Exploring Environments in the Open AI Gym.mp4
7.18MB
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04.Using Reinforcement Learning Platforms/0403.Exploring Environments in the Open AI Gym.srt
4.21KB
04.Using Reinforcement Learning Platforms/0404.Demo Q-learning Using SARSA in the Frozen Lake Environment.mp4
14.41MB
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04.Using Reinforcement Learning Platforms/0404.Demo Q-learning Using SARSA in the Frozen Lake Environment.srt
9.4KB
04.Using Reinforcement Learning Platforms/0405.Demo Q-learning to Balance a Pole on a Cart.mp4
12.39MB
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04.Using Reinforcement Learning Platforms/0405.Demo Q-learning to Balance a Pole on a Cart.srt
7.38KB
01.Course Overview/0101.Course Overview.mp4
4.74MB
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04.Using Reinforcement Learning Platforms/0406.Demo Q-learning to Balance a Pole on a Cart Simulation.srt
9.29KB
04.Using Reinforcement Learning Platforms/0407.Summary and Further Study.mp4
2.5MB
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04.Using Reinforcement Learning Platforms/0407.Summary and Further Study.srt
2.99KB

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