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[ DevCourseWeb.com ] Udemy - Advanced Reinforcement Learning in Python - cutting-edge DQNs
magnet:?xt=urn:btih:aeee5efd07e93d9cdfd0364549553eb4ef7059d7&dn=[ DevCourseWeb.com ] Udemy - Advanced Reinforcement Learning in Python - cutting-edge DQNs
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Hash值:
aeee5efd07e93d9cdfd0364549553eb4ef7059d7
点击数:
74
文件大小:
1.55 GB
文件数量:
62
创建日期:
2023-12-27 05:15
最后访问:
2024-5-24 11:09
访问标签:
DevCourseWeb
com
Udemy
-
Advanced
Reinforcement
Learning
in
Python
-
cutting-edge
DQNs
文件列表详情
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 32.37 MB
~Get Your Files Here !/1. Introduction/3. Google Colab.mp4 5.77 MB
~Get Your Files Here !/1. Introduction/4. Where to begin.mp4 4.61 MB
~Get Your Files Here !/10. Prioritized Experience Replay/3. DQN for visual inputs.mp4 69.15 MB
~Get Your Files Here !/10. Prioritized Experience Replay/4. Prioritized Experience Repay Buffer.mp4 63.61 MB
~Get Your Files Here !/10. Prioritized Experience Replay/5. Create the environment.mp4 62.59 MB
~Get Your Files Here !/10. Prioritized Experience Replay/6. Implement the Deep Q-Learning algorithm with Prioritized Experience Replay.mp4 63.31 MB
~Get Your Files Here !/10. Prioritized Experience Replay/7. Launch the training process.mp4 42.51 MB
~Get Your Files Here !/10. Prioritized Experience Replay/8. Check the resulting agent.mp4 16.76 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/1. Module overview.mp4 2.61 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/10. Bellman equations.mp4 12.41 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/11. Solving a Markov decision process.mp4 14.15 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/2. Elements common to all control tasks.mp4 38.74 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/3. The Markov decision process (MDP).mp4 25.1 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/4. Types of Markov decision process.mp4 8.68 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/5. Trajectory vs episode.mp4 4.95 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/6. Reward vs Return.mp4 5.3 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/7. Discount factor.mp4 14.78 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/8. Policy.mp4 7.41 MB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/9. State values v(s) and action values q(s,a).mp4 4.29 MB
~Get Your Files Here !/3. Refresher Q-Learning/1. Module overview.mp4 1.49 MB
~Get Your Files Here !/3. Refresher Q-Learning/2. Temporal difference methods.mp4 12.62 MB
~Get Your Files Here !/3. Refresher Q-Learning/3. Solving control tasks with temporal difference method.mp4 14.52 MB
~Get Your Files Here !/3. Refresher Q-Learning/4. Q-Learning.mp4 11.07 MB
~Get Your Files Here !/3. Refresher Q-Learning/5. Advantages of temporal difference methods.mp4 3.71 MB
~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/1. Module overview.mp4 1.78 MB
~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/2. Function approximators.mp4 36.32 MB
~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/3. Artificial Neural Networks.mp4 24.35 MB
~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/4. Artificial Neurons.mp4 25.64 MB
~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/5. How to represent a Neural Network.mp4 38.16 MB
~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/6. Stochastic Gradient Descent.mp4 49.87 MB
~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/7. Neural Network optimization.mp4 23.4 MB
~Get Your Files Here !/5. Refresher Deep Q-Learning/1. Module overview.mp4 1.27 MB
~Get Your Files Here !/5. Refresher Deep Q-Learning/2. Deep Q-Learning.mp4 16.17 MB
~Get Your Files Here !/5. Refresher Deep Q-Learning/3. Experience replay.mp4 8.99 MB
~Get Your Files Here !/5. Refresher Deep Q-Learning/4. Target Network.mp4 16.58 MB
~Get Your Files Here !/6. PyTorch Lightning/1. PyTorch Lightning.mp4 32.01 MB
~Get Your Files Here !/6. PyTorch Lightning/10. Prepare the data loader and the optimizer.mp4 30.43 MB
~Get Your Files Here !/6. PyTorch Lightning/11. Define the train_step() method.mp4 49.77 MB
~Get Your Files Here !/6. PyTorch Lightning/12. Define the train_epoch_end() method.mp4 32.17 MB
~Get Your Files Here !/6. PyTorch Lightning/13. Train the Deep Q-Learning algorithm.mp4 35.05 MB
~Get Your Files Here !/6. PyTorch Lightning/14. Explore the resulting agent.mp4 20.28 MB
~Get Your Files Here !/6. PyTorch Lightning/3. Introduction to PyTorch Lightning.mp4 30.94 MB
~Get Your Files Here !/6. PyTorch Lightning/4. Create the Deep Q-Network.mp4 22.93 MB
~Get Your Files Here !/6. PyTorch Lightning/5. Create the policy.mp4 18.04 MB
~Get Your Files Here !/6. PyTorch Lightning/6. Create the replay buffer.mp4 22.98 MB
~Get Your Files Here !/6. PyTorch Lightning/7. Create the environment.mp4 32.21 MB
~Get Your Files Here !/6. PyTorch Lightning/8. Define the class for the Deep Q-Learning algorithm.mp4 54.53 MB
~Get Your Files Here !/6. PyTorch Lightning/9. Define the play_episode() function.mp4 29.11 MB
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/1. Hyperparameter tuning with Optuna.mp4 32.42 MB
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/3. Log average return.mp4 33.63 MB
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/4. Define the objective function.mp4 29.84 MB
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/5. Create and launch the hyperparameter tuning job.mp4 18.52 MB
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/6. Explore the best trial.mp4 19.19 MB
~Get Your Files Here !/8. Double Deep Q-Learning/1. Maximization bias and Double Deep Q-Learning.mp4 13.84 MB
~Get Your Files Here !/8. Double Deep Q-Learning/3. Create the Double Deep Q-Learning algorithm.mp4 49.94 MB
~Get Your Files Here !/8. Double Deep Q-Learning/4. Check the resulting agent.mp4 9.13 MB
~Get Your Files Here !/9. Dueling Deep Q-Networks/3. Create the dueling DQN.mp4 54.38 MB
~Get Your Files Here !/9. Dueling Deep Q-Networks/4. Create the environment - Part 1.mp4 41.28 MB
~Get Your Files Here !/9. Dueling Deep Q-Networks/5. Create the environment - Part 2.mp4 36.64 MB
~Get Your Files Here !/9. Dueling Deep Q-Networks/6. Implement Deep Q-Learning.mp4 36.43 MB
~Get Your Files Here !/9. Dueling Deep Q-Networks/7. Check the resulting agent.mp4 20.94 MB
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