Modern Reinforcement Learning Deep Learning in PyTorch | 99EF61813AC987AD003D48D82FD91F1AA9098F2C

Modern Reinforcement Learning Deep Learning in PyTorch

Name	Modern Reinforcement Learning- Deep Q Learning in PyTorch	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.5 GB
Total Files	87
Last Seen	2025-07-17 23:39
Hash	99EF61813AC987AD003D48D82FD91F1AA9098F2C

/.../04 Human Level Control Through Deep Reinforcement Learning From Paper to Code/
018 Analyzing the Paper.mp4	292.7 MB
017 How to Read Deep Learning Papers.en.srt	11.8 KB
017 How to Read Deep Learning Papers.mp4	52.1 MB
018 Analyzing the Paper.en.srt	32.4 KB
019 How to Modify the OpenAI Gym Atari Environments.en.srt	19.4 KB
019 How to Modify the OpenAI Gym Atari Environments.mp4	85.8 MB
020 How to Preprocess the OpenAI Gym Atari Screen Images.en.srt	1.7 KB
020 How to Preprocess the OpenAI Gym Atari Screen Images.mp4	19.5 MB
021 How to Stack the Preprocessed Atari Screen Images.en.srt	2.2 KB
021 How to Stack the Preprocessed Atari Screen Images.mp4	25.7 MB
022 How to Combine All the Changes.en.srt	1.4 KB
022 How to Combine All the Changes.mp4	9.7 MB
023 How to Add Reward Clipping Fire First and No Ops.en.srt	4.9 KB
023 How to Add Reward Clipping Fire First and No Ops.mp4	32.1 MB
024 How to Code the Agents Memory.en.srt	12.5 KB
024 How to Code the Agents Memory.mp4	64.4 MB
025 How to Code the Deep Q Network.en.srt	11.7 KB
025 How to Code the Deep Q Network.mp4	69.7 MB
026 Coding the Deep Q Agent Step 1 - Coding the Constructor.en.srt	7.5 KB
026 Coding the Deep Q Agent Step 1 - Coding the Constructor.mp4	41.7 MB
027 Coding the Deep Q Agent Step 2 - Epsilon-Greedy Action Selection.en.srt	2.3 KB
027 Coding the Deep Q Agent Step 2 - Epsilon-Greedy Action Selection.mp4	16.0 MB
028 Coding the Deep Q Agent Step 3 - Memory Model Saving and Network Copying.en.srt	3.0 KB
028 Coding the Deep Q Agent Step 3 - Memory Model Saving and Network Copying.mp4	32.6 MB
029 Coding the Deep Q Agent Step 4 - The Agents Learn Function.en.srt	9.7 KB
029 Coding the Deep Q Agent Step 4 - The Agents Learn Function.mp4	39.8 MB
030 Coding the Deep Q Agent Step 5 - The Main Loop and Analyzing the Performance.en.srt	14.9 KB
030 Coding the Deep Q Agent Step 5 - The Main Loop and Analyzing the Performance.mp4	76.5 MB
external-assets-links.txt	0.2 KB
/
Visit Coursedrive.org.url	0.1 KB
ReadMe.txt	0.2 KB
/Modern Reinforcement Learning- Deep Q Learning in PyTorch/
ReadMe.txt	0.2 KB
Visit Coursedrive.org.url	0.1 KB
/01 Introduction/
001 What You Will Learn In This Course.en.srt	7.3 KB
001 What You Will Learn In This Course.mp4	30.4 MB
002 Required Background software and hardware.en.srt	5.8 KB
002 Required Background software and hardware.mp4	24.8 MB
003 How to Succeed in this Course.en.srt	8.4 KB
003 How to Succeed in this Course.mp4	110.3 MB
/.../02 Fundamentals of Reinforcement Learning/
004 Agents Environments and Actions.en.srt	13.8 KB
004 Agents Environments and Actions.mp4	60.6 MB
005 Markov Decision Processes.en.srt	16.6 KB
005 Markov Decision Processes.mp4	63.4 MB
006 Value Functions Action Value Functions and the Bellman Equation.en.srt	12.5 KB
006 Value Functions Action Value Functions and the Bellman Equation.mp4	49.5 MB
007 Model Free vs. Model Based Learning.en.srt	5.5 KB
007 Model Free vs. Model Based Learning.mp4	26.5 MB
008 The Explore-Exploit Dilemma.en.srt	8.2 KB
008 The Explore-Exploit Dilemma.mp4	39.7 MB
009 Temporal Difference Learning.en.srt	24.0 KB
009 Temporal Difference Learning.mp4	135.8 MB
/.../03 Deep Learning Crash Course/
010 Dealing with Continuous State Spaces with Deep Neural Networks.en.srt	24.9 KB
010 Dealing with Continuous State Spaces with Deep Neural Networks.mp4	110.4 MB
011 Naive Deep Q Learning in Code Step 1 - Coding the Deep Q Network.en.srt	8.9 KB
011 Naive Deep Q Learning in Code Step 1 - Coding the Deep Q Network.mp4	46.3 MB
012 Naive Deep Q Learning in Code Step 2 - Coding the Agent Class.en.srt	9.4 KB
012 Naive Deep Q Learning in Code Step 2 - Coding the Agent Class.mp4	63.1 MB
013 Naive Deep Q Learning in Code Step 3 - Coding the Main Loop and Learning.en.srt	6.4 KB
013 Naive Deep Q Learning in Code Step 3 - Coding the Main Loop and Learning.mp4	48.0 MB
014 Naive Deep Q Learning in Code Step 4 - Verifying the Functionality of Our Code.en.srt	1.7 KB
014 Naive Deep Q Learning in Code Step 4 - Verifying the Functionality of Our Code.mp4	19.6 MB
015 Naive Deep Q Learning in Code Step 5 - Analyzing Our Agents Performance.en.srt	4.5 KB
015 Naive Deep Q Learning in Code Step 5 - Analyzing Our Agents Performance.mp4	19.8 MB
016 Dealing with Screen Images with Convolutional Neural Networks.en.srt	6.0 KB
016 Dealing with Screen Images with Convolutional Neural Networks.mp4	20.7 MB
/.../05 Deep Reinforcement Learning with Double Q Learning/
031 Analyzing the Paper.en.srt	24.2 KB
031 Analyzing the Paper.mp4	191.5 MB
032 Coding the Double Q Learning Agent and Analyzing Performance.en.srt	9.9 KB
032 Coding the Double Q Learning Agent and Analyzing Performance.mp4	61.1 MB
external-assets-links.txt	0.1 KB
/.../06 Dueling Network Architectures for Deep Reinforcement Learning/
033 Analyzing the Paper.en.srt	21.3 KB
033 Analyzing the Paper.mp4	140.5 MB
034 Coding the Dueling Deep Q Network.en.srt	4.8 KB
034 Coding the Dueling Deep Q Network.mp4	24.7 MB
035 Coding the Dueling Deep Q Learning Agent and Analyzing Performance.en.srt	13.3 KB
035 Coding the Dueling Deep Q Learning Agent and Analyzing Performance.mp4	74.0 MB
036 Coding the Dueling Double Deep Q Learning Agent and Analyzing Performance.en.srt	7.1 KB
036 Coding the Dueling Double Deep Q Learning Agent and Analyzing Performance.mp4	39.1 MB
external-assets-links.txt	0.1 KB
/.../07 Improving On Our Solutions/
037 Implementing a Command Line Interface for Rapid Model Testing.en.srt	14.8 KB
037 Implementing a Command Line Interface for Rapid Model Testing.mp4	59.9 MB
038 Consolidating Our Code Base for Maximum Extensability.en.srt	20.1 KB
038 Consolidating Our Code Base for Maximum Extensability.mp4	176.9 MB
/08 Conclusion/
039 Summarizing What Weve Learned.en.srt	7.5 KB
039 Summarizing What Weve Learned.mp4	37.2 MB
/.../09 Bonus Lecture/
040 Bonus Video Where to Go From Here.en.srt	1.9 KB
040 Bonus Video Where to Go From Here.mp4	6.2 MB
Total files 87