Pluralsight Understanding Algorithms for Reinforcement Learning

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Pluralsight Understanding Algorithms for Reinforcement Learning

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种子哈希：430be7ac24eff3d791d9146490135b8499d30c25
文件大小：231.69M
已经下载：2359次
下载速度：极快
收录时间：2018-09-20
最近下载：2024-11-05

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文件列表

  • 04.Using Reinforcement Learning Platforms/0406.Demo Q-learning to Balance a Pole on a Cart Simulation.mp4 15.5 MB
  • 01.Course Overview/0101.Course Overview.srt 2.9 kB
  • 02.Understanding the Reinforcement Learning Problem/0201.Module Overview .mp4 3.0 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 3.6 MB
  • 02.Understanding the Reinforcement Learning Problem/0202.Prerequisites and Course Overview.srt 3.9 kB
  • 02.Understanding the Reinforcement Learning Problem/0203.Supervised and Unsupervised Machine Learning Techniques.mp4 7.5 MB
  • 02.Understanding the Reinforcement Learning Problem/0203.Supervised and Unsupervised Machine Learning Techniques.srt 7.8 kB
  • 02.Understanding the Reinforcement Learning Problem/0204.Introducing Reinforcement Learning.mp4 11.4 MB
  • 02.Understanding the Reinforcement Learning Problem/0204.Introducing Reinforcement Learning.srt 9.7 kB
  • 02.Understanding the Reinforcement Learning Problem/0205.Reinforcement Learning vs. Supervised and Unsupervised Learning.mp4 5.7 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 9.8 MB
  • 02.Understanding the Reinforcement Learning Problem/0206.Modeling the Environment as a Markov Decision Process.srt 9.6 kB
  • 02.Understanding the Reinforcement Learning Problem/0207.Reinforcement Learning Applications.mp4 4.1 MB
  • 02.Understanding the Reinforcement Learning Problem/0207.Reinforcement Learning Applications.srt 4.9 kB
  • 02.Understanding the Reinforcement Learning Problem/0208.Understanding Policy Search.mp4 11.0 MB
  • 02.Understanding the Reinforcement Learning Problem/0208.Understanding Policy Search.srt 11.0 kB
  • 02.Understanding the Reinforcement Learning Problem/0209.Policy Search Algorithms.mp4 6.2 MB
  • 02.Understanding the Reinforcement Learning Problem/0209.Policy Search Algorithms.srt 6.3 kB
  • 03.Implementing Reinforcement Learning Algorithms/0301.Module Overview.mp4 1.9 MB
  • 03.Implementing Reinforcement Learning Algorithms/0301.Module Overview.srt 1.9 kB
  • 03.Implementing Reinforcement Learning Algorithms/0302.Dynamic Programming.mp4 5.0 MB
  • 03.Implementing Reinforcement Learning Algorithms/0302.Dynamic Programming.srt 4.0 kB
  • 03.Implementing Reinforcement Learning Algorithms/0303.Demo 8-Queens Algorithm Using Dynamic Programming, Helper Functions.mp4 14.0 MB
  • 03.Implementing Reinforcement Learning Algorithms/0303.Demo 8-Queens Algorithm Using Dynamic Programming, Helper Functions.srt 9.7 kB
  • 03.Implementing Reinforcement Learning Algorithms/0304.Demo 8-Queens Algorithm Using Dynamic Programming, Place Queens.mp4 12.1 MB
  • 03.Implementing Reinforcement Learning Algorithms/0304.Demo 8-Queens Algorithm Using Dynamic Programming, Place Queens.srt 7.4 kB
  • 03.Implementing Reinforcement Learning Algorithms/0305.Policy Search Techniques Q-learning and SARSA.mp4 3.6 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 15.2 MB
  • 03.Implementing Reinforcement Learning Algorithms/0306.Intuition Behind Q-learning.srt 12.5 kB
  • 03.Implementing Reinforcement Learning Algorithms/0307.Q-learning Using the Temporal Difference Method and SARSA.mp4 8.3 MB
  • 03.Implementing Reinforcement Learning Algorithms/0307.Q-learning Using the Temporal Difference Method and SARSA.srt 8.1 kB
  • 03.Implementing Reinforcement Learning Algorithms/0308.Exploring State Space.mp4 12.3 MB
  • 03.Implementing Reinforcement Learning Algorithms/0308.Exploring State Space.srt 10.2 kB
  • 03.Implementing Reinforcement Learning Algorithms/0309.Demo Q-learning for Shortest Path Initialization.mp4 9.7 MB
  • 03.Implementing Reinforcement Learning Algorithms/0309.Demo Q-learning for Shortest Path Initialization.srt 6.6 kB
  • 03.Implementing Reinforcement Learning Algorithms/0310.Demo Q-learning for Shortest Path Implementation.mp4 13.0 MB
  • 03.Implementing Reinforcement Learning Algorithms/0310.Demo Q-learning for Shortest Path Implementation.srt 7.0 kB
  • 03.Implementing Reinforcement Learning Algorithms/0311.Intuitive Differences Between the Temporal Difference Method and SARSA.mp4 7.0 MB
  • 03.Implementing Reinforcement Learning Algorithms/0311.Intuitive Differences Between the Temporal Difference Method and SARSA.srt 5.1 kB
  • 03.Implementing Reinforcement Learning Algorithms/0312.Q-values as a Memoization Technique.mp4 5.6 MB
  • 03.Implementing Reinforcement Learning Algorithms/0312.Q-values as a Memoization Technique.srt 3.7 kB
  • 04.Using Reinforcement Learning Platforms/0401.Module Overview.mp4 1.8 MB
  • 04.Using Reinforcement Learning Platforms/0401.Module Overview.srt 1.7 kB
  • 04.Using Reinforcement Learning Platforms/0402.Exploring Reinforcement Learning Platforms.mp4 12.5 MB
  • 04.Using Reinforcement Learning Platforms/0402.Exploring Reinforcement Learning Platforms.srt 5.9 kB
  • 04.Using Reinforcement Learning Platforms/0403.Exploring Environments in the Open AI Gym.mp4 7.5 MB
  • 04.Using Reinforcement Learning Platforms/0403.Exploring Environments in the Open AI Gym.srt 4.3 kB
  • 04.Using Reinforcement Learning Platforms/0404.Demo Q-learning Using SARSA in the Frozen Lake Environment.mp4 15.1 MB
  • 04.Using Reinforcement Learning Platforms/0404.Demo Q-learning Using SARSA in the Frozen Lake Environment.srt 9.6 kB
  • 04.Using Reinforcement Learning Platforms/0405.Demo Q-learning to Balance a Pole on a Cart.mp4 13.0 MB
  • 04.Using Reinforcement Learning Platforms/0405.Demo Q-learning to Balance a Pole on a Cart.srt 7.6 kB
  • 01.Course Overview/0101.Course Overview.mp4 5.0 MB
  • 04.Using Reinforcement Learning Platforms/0406.Demo Q-learning to Balance a Pole on a Cart Simulation.srt 9.5 kB
  • 04.Using Reinforcement Learning Platforms/0407.Summary and Further Study.mp4 2.6 MB
  • 04.Using Reinforcement Learning Platforms/0407.Summary and Further Study.srt 3.1 kB

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