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Pluralsight Understanding Algorithms for Reinforcement Learning

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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
15 MB
01.Course Overview/0101.Course Overview.srt
2.8 kB
02.Understanding the Reinforcement Learning Problem/0201.Module Overview .mp4
2.9 MB
02.Understanding the Reinforcement Learning Problem/0201.Module Overview .srt
2.6 kB
02.Understanding the Reinforcement Learning Problem/0202.Prerequisites and Course Overview.mp4
3.4 MB
02.Understanding the Reinforcement Learning Problem/0202.Prerequisites and Course Overview.srt
3.8 kB
02.Understanding the Reinforcement Learning Problem/0203.Supervised and Unsupervised Machine Learning Techniques.mp4
7.2 MB
02.Understanding the Reinforcement Learning Problem/0203.Supervised and Unsupervised Machine Learning Techniques.srt
7.6 kB
02.Understanding the Reinforcement Learning Problem/0204.Introducing Reinforcement Learning.mp4
11 MB
02.Understanding the Reinforcement Learning Problem/0204.Introducing Reinforcement Learning.srt
9.5 kB
02.Understanding the Reinforcement Learning Problem/0205.Reinforcement Learning vs. Supervised and Unsupervised Learning.mp4
5.5 MB
02.Understanding the Reinforcement Learning Problem/0205.Reinforcement Learning vs. Supervised and Unsupervised Learning.srt
3.7 kB
02.Understanding the Reinforcement Learning Problem/0206.Modeling the Environment as a Markov Decision Process.mp4
9.3 MB
02.Understanding the Reinforcement Learning Problem/0206.Modeling the Environment as a Markov Decision Process.srt
9.4 kB
02.Understanding the Reinforcement Learning Problem/0207.Reinforcement Learning Applications.mp4
3.9 MB
02.Understanding the Reinforcement Learning Problem/0207.Reinforcement Learning Applications.srt
4.8 kB
02.Understanding the Reinforcement Learning Problem/0208.Understanding Policy Search.mp4
10 MB
02.Understanding the Reinforcement Learning Problem/0208.Understanding Policy Search.srt
11 kB
02.Understanding the Reinforcement Learning Problem/0209.Policy Search Algorithms.mp4
5.9 MB
02.Understanding the Reinforcement Learning Problem/0209.Policy Search Algorithms.srt
6.1 kB
03.Implementing Reinforcement Learning Algorithms/0301.Module Overview.mp4
1.8 MB
03.Implementing Reinforcement Learning Algorithms/0301.Module Overview.srt
1.8 kB
03.Implementing Reinforcement Learning Algorithms/0302.Dynamic Programming.mp4
4.8 MB
03.Implementing Reinforcement Learning Algorithms/0302.Dynamic Programming.srt
3.9 kB
03.Implementing Reinforcement Learning Algorithms/0303.Demo 8-Queens Algorithm Using Dynamic Programming, Helper Functions.mp4
13 MB
03.Implementing Reinforcement Learning Algorithms/0303.Demo 8-Queens Algorithm Using Dynamic Programming, Helper Functions.srt
9.5 kB
03.Implementing Reinforcement Learning Algorithms/0304.Demo 8-Queens Algorithm Using Dynamic Programming, Place Queens.mp4
12 MB
03.Implementing Reinforcement Learning Algorithms/0304.Demo 8-Queens Algorithm Using Dynamic Programming, Place Queens.srt
7.3 kB
03.Implementing Reinforcement Learning Algorithms/0305.Policy Search Techniques Q-learning and SARSA.mp4
3.4 MB
03.Implementing Reinforcement Learning Algorithms/0305.Policy Search Techniques Q-learning and SARSA.srt
3.5 kB
03.Implementing Reinforcement Learning Algorithms/0306.Intuition Behind Q-learning.mp4
14 MB
03.Implementing Reinforcement Learning Algorithms/0306.Intuition Behind Q-learning.srt
12 kB
03.Implementing Reinforcement Learning Algorithms/0307.Q-learning Using the Temporal Difference Method and SARSA.mp4
7.9 MB
03.Implementing Reinforcement Learning Algorithms/0307.Q-learning Using the Temporal Difference Method and SARSA.srt
7.9 kB
03.Implementing Reinforcement Learning Algorithms/0308.Exploring State Space.mp4
12 MB
03.Implementing Reinforcement Learning Algorithms/0308.Exploring State Space.srt
9.9 kB
03.Implementing Reinforcement Learning Algorithms/0309.Demo Q-learning for Shortest Path Initialization.mp4
9.2 MB
03.Implementing Reinforcement Learning Algorithms/0309.Demo Q-learning for Shortest Path Initialization.srt
6.4 kB
03.Implementing Reinforcement Learning Algorithms/0310.Demo Q-learning for Shortest Path Implementation.mp4
12 MB
03.Implementing Reinforcement Learning Algorithms/0310.Demo Q-learning for Shortest Path Implementation.srt
6.8 kB
03.Implementing Reinforcement Learning Algorithms/0311.Intuitive Differences Between the Temporal Difference Method and SARSA.mp4
6.7 MB
03.Implementing Reinforcement Learning Algorithms/0311.Intuitive Differences Between the Temporal Difference Method and SARSA.srt
4.9 kB
03.Implementing Reinforcement Learning Algorithms/0312.Q-values as a Memoization Technique.mp4
5.3 MB
03.Implementing Reinforcement Learning Algorithms/0312.Q-values as a Memoization Technique.srt
3.6 kB
04.Using Reinforcement Learning Platforms/0401.Module Overview.mp4
1.7 MB
04.Using Reinforcement Learning Platforms/0401.Module Overview.srt
1.6 kB
04.Using Reinforcement Learning Platforms/0402.Exploring Reinforcement Learning Platforms.mp4
12 MB
04.Using Reinforcement Learning Platforms/0402.Exploring Reinforcement Learning Platforms.srt
5.7 kB
04.Using Reinforcement Learning Platforms/0403.Exploring Environments in the Open AI Gym.mp4
7.2 MB
04.Using Reinforcement Learning Platforms/0403.Exploring Environments in the Open AI Gym.srt
4.2 kB
04.Using Reinforcement Learning Platforms/0404.Demo Q-learning Using SARSA in the Frozen Lake Environment.mp4
14 MB
04.Using Reinforcement Learning Platforms/0404.Demo Q-learning Using SARSA in the Frozen Lake Environment.srt
9.4 kB
04.Using Reinforcement Learning Platforms/0405.Demo Q-learning to Balance a Pole on a Cart.mp4
12 MB
04.Using Reinforcement Learning Platforms/0405.Demo Q-learning to Balance a Pole on a Cart.srt
7.4 kB
01.Course Overview/0101.Course Overview.mp4
4.7 MB
04.Using Reinforcement Learning Platforms/0406.Demo Q-learning to Balance a Pole on a Cart Simulation.srt
9.3 kB
04.Using Reinforcement Learning Platforms/0407.Summary and Further Study.mp4
2.5 MB
04.Using Reinforcement Learning Platforms/0407.Summary and Further Study.srt
3.0 kB