Download Udemy - Modern Reinforcement Learning: Deep Q Learning in PyTorch [Course Drive] Torrent

Torrent Contents Size: 2.4 GB

Udemy - Modern Reinforcement Learning: Deep Q Learning in PyTorch [Course Drive]

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001 What You Will Learn In This Course.en.srt	SRT	7.1 KB
001 What You Will Learn In This Course.mp4	MP4	29 MB
002 Required Background software and hardware.en.srt	SRT	5.7 KB
002 Required Background software and hardware.mp4	MP4	23.7 MB
003 How to Succeed in this Course.en.srt	SRT	8.2 KB
003 How to Succeed in this Course.mp4	MP4	105.2 MB
004 Agents Environments and Actions.en.srt	SRT	13.5 KB
004 Agents Environments and Actions.mp4	MP4	57.8 MB
005 Markov Decision Processes.en.srt	SRT	16.2 KB
005 Markov Decision Processes.mp4	MP4	60.5 MB
006 Value Functions Action Value Functions and the Bellman Equation.en.srt	SRT	12.2 KB
006 Value Functions Action Value Functions and the Bellman Equation.mp4	MP4	47.2 MB
007 Model Free vs. Model Based Learning.en.srt	SRT	5.3 KB
007 Model Free vs. Model Based Learning.mp4	MP4	25.3 MB
008 The Explore-Exploit Dilemma.en.srt	SRT	8 KB
008 The Explore-Exploit Dilemma.mp4	MP4	37.9 MB
009 Temporal Difference Learning.en.srt	SRT	23.4 KB
009 Temporal Difference Learning.mp4	MP4	129.5 MB
010 Dealing with Continuous State Spaces with Deep Neural Networks.en.srt	SRT	24.3 KB
010 Dealing with Continuous State Spaces with Deep Neural Networks.mp4	MP4	105.3 MB
011 Naive Deep Q Learning in Code Step 1 - Coding the Deep Q Network.en.srt	SRT	8.7 KB
011 Naive Deep Q Learning in Code Step 1 - Coding the Deep Q Network.mp4	MP4	44.2 MB
012 Naive Deep Q Learning in Code Step 2 - Coding the Agent Class.en.srt	SRT	9.2 KB
012 Naive Deep Q Learning in Code Step 2 - Coding the Agent Class.mp4	MP4	60.1 MB
013 Naive Deep Q Learning in Code Step 3 - Coding the Main Loop and Learning.en.srt	SRT	6.3 KB
013 Naive Deep Q Learning in Code Step 3 - Coding the Main Loop and Learning.mp4	MP4	45.7 MB
014 Naive Deep Q Learning in Code Step 4 - Verifying the Functionality of Our Code.en.srt	SRT	1.7 KB
014 Naive Deep Q Learning in Code Step 4 - Verifying the Functionality of Our Code.mp4	MP4	18.7 MB
015 Naive Deep Q Learning in Code Step 5 - Analyzing Our Agents Performance.en.srt	SRT	4.4 KB
015 Naive Deep Q Learning in Code Step 5 - Analyzing Our Agents Performance.mp4	MP4	18.9 MB
016 Dealing with Screen Images with Convolutional Neural Networks.en.srt	SRT	5.9 KB
016 Dealing with Screen Images with Convolutional Neural Networks.mp4	MP4	19.8 MB
017 How to Read Deep Learning Papers.en.srt	SRT	11.5 KB
017 How to Read Deep Learning Papers.mp4	MP4	49.7 MB
018 Analyzing the Paper.en.srt	SRT	31.7 KB
018 Analyzing the Paper.mp4	MP4	279.2 MB
019 How to Modify the OpenAI Gym Atari Environments.en.srt	SRT	18.9 KB
019 How to Modify the OpenAI Gym Atari Environments.mp4	MP4	81.8 MB
020 How to Preprocess the OpenAI Gym Atari Screen Images.en.srt	SRT	1.7 KB
020 How to Preprocess the OpenAI Gym Atari Screen Images.mp4	MP4	18.6 MB
021 How to Stack the Preprocessed Atari Screen Images.en.srt	SRT	2.1 KB
021 How to Stack the Preprocessed Atari Screen Images.mp4	MP4	24.5 MB
022 How to Combine All the Changes.en.srt	SRT	1.4 KB
022 How to Combine All the Changes.mp4	MP4	9.2 MB
023 How to Add Reward Clipping Fire First and No Ops.en.srt	SRT	4.8 KB
023 How to Add Reward Clipping Fire First and No Ops.mp4	MP4	30.6 MB
024 How to Code the Agents Memory.en.srt	SRT	12.2 KB
024 How to Code the Agents Memory.mp4	MP4	61.4 MB
025 How to Code the Deep Q Network.en.srt	SRT	11.4 KB
025 How to Code the Deep Q Network.mp4	MP4	66.4 MB
026 Coding the Deep Q Agent Step 1 - Coding the Constructor.en.srt	SRT	7.3 KB
026 Coding the Deep Q Agent Step 1 - Coding the Constructor.mp4	MP4	39.8 MB
027 Coding the Deep Q Agent Step 2 - Epsilon-Greedy Action Selection.en.srt	SRT	2.3 KB
027 Coding the Deep Q Agent Step 2 - Epsilon-Greedy Action Selection.mp4	MP4	15.3 MB
028 Coding the Deep Q Agent Step 3 - Memory Model Saving and Network Copying.en.srt	SRT	2.9 KB
028 Coding the Deep Q Agent Step 3 - Memory Model Saving and Network Copying.mp4	MP4	31.1 MB
029 Coding the Deep Q Agent Step 4 - The Agents Learn Function.en.srt	SRT	9.4 KB
029 Coding the Deep Q Agent Step 4 - The Agents Learn Function.mp4	MP4	38 MB
030 Coding the Deep Q Agent Step 5 - The Main Loop and Analyzing the Performance.en.srt	SRT	14.5 KB
030 Coding the Deep Q Agent Step 5 - The Main Loop and Analyzing the Performance.mp4	MP4	73 MB
031 Analyzing the Paper.en.srt	SRT	23.6 KB
031 Analyzing the Paper.mp4	MP4	182.7 MB
032 Coding the Double Q Learning Agent and Analyzing Performance.en.srt	SRT	9.6 KB
032 Coding the Double Q Learning Agent and Analyzing Performance.mp4	MP4	58.3 MB
033 Analyzing the Paper.en.srt	SRT	20.8 KB
033 Analyzing the Paper.mp4	MP4	134 MB
034 Coding the Dueling Deep Q Network.en.srt	SRT	4.7 KB
034 Coding the Dueling Deep Q Network.mp4	MP4	23.6 MB
035 Coding the Dueling Deep Q Learning Agent and Analyzing Performance.en.srt	SRT	13 KB
035 Coding the Dueling Deep Q Learning Agent and Analyzing Performance.mp4	MP4	70.6 MB
036 Coding the Dueling Double Deep Q Learning Agent and Analyzing Performance.en.srt	SRT	6.9 KB
036 Coding the Dueling Double Deep Q Learning Agent and Analyzing Performance.mp4	MP4	37.3 MB
037 Implementing a Command Line Interface for Rapid Model Testing.en.srt	SRT	14.4 KB
037 Implementing a Command Line Interface for Rapid Model Testing.mp4	MP4	57.1 MB
038 Consolidating Our Code Base for Maximum Extensability.en.srt	SRT	19.6 KB
038 Consolidating Our Code Base for Maximum Extensability.mp4	MP4	168.8 MB
039 Summarizing What Weve Learned.en.srt	SRT	7.3 KB
039 Summarizing What Weve Learned.mp4	MP4	35.5 MB
040 Bonus Video Where to Go From Here.en.srt	SRT	1.9 KB
040 Bonus Video Where to Go From Here.mp4	MP4	6 MB
ReadMe.txt	TXT	204 B
Visit Coursedrive.org.url	URL	102 B
external-assets-links.txt	TXT	102 B

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Udemy - Modern Reinforcement Learning: Deep Q Learning in PyTorch [Course Drive]

Torrent Contents Size: 2.4 GB

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