Packt Hands-on Reinforcement Learning with TensorFlow

Torrent Hash:
305F6D7FC1D8821837EE0898877D295118CB811D
Number of Files:
25
Content Size:
813.22MB
Convert On:
2020-07-13
Keywords:
PacktHandsonReinforcementLearningwithTensorFlow
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File Name
Size
05.Getting Production-Ready with TensorFlow/0502.Structuring the Code Base.mp4
74.17MB
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01.Understanding the Reinforcement Learning Framework/0102.Introduction to Reinforcement Learning.mp4
14.4MB
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01.Understanding the Reinforcement Learning Framework/0103.Common RL Tasks and the Reinforcement Process.mp4
15.43MB
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01.Understanding the Reinforcement Learning Framework/0104.Setting Up Environments Using Open AI’s Gym Framework.mp4
28.02MB
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02.Training a Smartcab Using Q-Learning/0201.The Taxi-v2 Environment.mp4
41.47MB
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02.Training a Smartcab Using Q-Learning/0202.Operating Taxi-v2 Using a Dumb Agent.mp4
23.13MB
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02.Training a Smartcab Using Q-Learning/0203.Introducing Reinforcement Q-Learning.mp4
13.33MB
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02.Training a Smartcab Using Q-Learning/0204.Implementing Q-Learning.mp4
30.46MB
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02.Training a Smartcab Using Q-Learning/0205.Q-Learning Agent in Action.mp4
37.74MB
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03.Balancing a Cartpole Using Q-Networks/0301.The Cartpole Environment.mp4
31.93MB
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03.Balancing a Cartpole Using Q-Networks/0302.Introducing Q-Networks.mp4
15.52MB
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03.Balancing a Cartpole Using Q-Networks/0303.TensorFlow Basics.mp4
43.46MB
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03.Balancing a Cartpole Using Q-Networks/0304.Implementing Q-Network.mp4
36.6MB
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03.Balancing a Cartpole Using Q-Networks/0305.Q-Network Agent in Action.mp4
17.58MB
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04.Deep Reinforcement Learning with TensorFlow/0401.Introducing Deep Q-Networks.mp4
13.84MB
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04.Deep Reinforcement Learning with TensorFlow/0402.The DQN Training Algorithm.mp4
10.86MB
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04.Deep Reinforcement Learning with TensorFlow/0403.Implementing DQN.mp4
47.32MB
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04.Deep Reinforcement Learning with TensorFlow/0404.DQN in Action.mp4
69.49MB
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04.Deep Reinforcement Learning with TensorFlow/0405.Dueling Double DQN.mp4
52.65MB
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05.Getting Production-Ready with TensorFlow/0501.Logging, Saving, and Visualizing.mp4
39.28MB
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01.Understanding the Reinforcement Learning Framework/0101.The Course Overview.mp4
17.12MB
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05.Getting Production-Ready with TensorFlow/0503.Debugging and Some Nice Practices in TensorFlow.mp4
68.37MB
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05.Getting Production-Ready with TensorFlow/0504.TensorFlow on Multiple Devices.mp4
55.47MB
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05.Getting Production-Ready with TensorFlow/0505.Next Steps.mp4
15.13MB
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Exercise Files/exercise_files.zip
489.8KB

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