Get Bonus Downloads Here.url
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~Get Your Files Here !/1. Introduction/1. Introduction.mp4
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~Get Your Files Here !/1. Introduction/1.1 Advanced Reinforcement Learning in Python from DQN to SAC.html
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~Get Your Files Here !/1. Introduction/1.2 Reinforcement Learning beginner to master.html
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~Get Your Files Here !/1. Introduction/2. Reinforcement Learning series.html
377B
~Get Your Files Here !/1. Introduction/3. Google Colab.mp4
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~Get Your Files Here !/1. Introduction/3. Google Colab.srt
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~Get Your Files Here !/1. Introduction/4. Where to begin.mp4
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~Get Your Files Here !/1. Introduction/4. Where to begin.srt
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~Get Your Files Here !/10. Prioritized Experience Replay/1. Prioritized Experience Replay.html
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~Get Your Files Here !/10. Prioritized Experience Replay/2. Link to the code notebook.html
79B
~Get Your Files Here !/10. Prioritized Experience Replay/3. DQN for visual inputs.mp4
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~Get Your Files Here !/10. Prioritized Experience Replay/3. DQN for visual inputs.srt
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~Get Your Files Here !/10. Prioritized Experience Replay/4. Prioritized Experience Repay Buffer.mp4
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~Get Your Files Here !/10. Prioritized Experience Replay/4. Prioritized Experience Repay Buffer.srt
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~Get Your Files Here !/10. Prioritized Experience Replay/5. Create the environment.mp4
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~Get Your Files Here !/10. Prioritized Experience Replay/5. Create the environment.srt
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~Get Your Files Here !/10. Prioritized Experience Replay/6. Implement the Deep Q-Learning algorithm with Prioritized Experience Replay.mp4
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~Get Your Files Here !/10. Prioritized Experience Replay/6. Implement the Deep Q-Learning algorithm with Prioritized Experience Replay.srt
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~Get Your Files Here !/10. Prioritized Experience Replay/7. Launch the training process.mp4
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~Get Your Files Here !/10. Prioritized Experience Replay/7. Launch the training process.srt
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~Get Your Files Here !/10. Prioritized Experience Replay/8. Check the resulting agent.mp4
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~Get Your Files Here !/10. Prioritized Experience Replay/8. Check the resulting agent.srt
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~Get Your Files Here !/11. Noisy Deep Q-Networks/1. Noisy Deep Q-Networks.html
79B
~Get Your Files Here !/12. N-step Deep Q-Learning/1. N-step Deep Q-Learning.html
79B
~Get Your Files Here !/13. Distributional Deep Q-Networks/1. Distributional Deep Q-Networks.html
79B
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/1. Module overview.mp4
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/1. Module overview.srt
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/10. Bellman equations.mp4
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/10. Bellman equations.srt
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/11. Solving a Markov decision process.mp4
14.15MB
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/11. Solving a Markov decision process.srt
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/2. Elements common to all control tasks.mp4
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/2. Elements common to all control tasks.srt
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/3. The Markov decision process (MDP).mp4
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/3. The Markov decision process (MDP).srt
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/4. Types of Markov decision process.mp4
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/4. Types of Markov decision process.srt
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/5. Trajectory vs episode.mp4
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/5. Trajectory vs episode.srt
1.23KB
~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/6. Reward vs Return.mp4
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/6. Reward vs Return.srt
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/7. Discount factor.mp4
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/7. Discount factor.srt
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/8. Policy.mp4
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/8. Policy.srt
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/9. State values v(s) and action values q(s,a).mp4
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~Get Your Files Here !/2. Refresher The Markov Decision Process (MDP)/9. State values v(s) and action values q(s,a).srt
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~Get Your Files Here !/3. Refresher Q-Learning/1. Module overview.mp4
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~Get Your Files Here !/3. Refresher Q-Learning/2. Temporal difference methods.mp4
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~Get Your Files Here !/3. Refresher Q-Learning/5. Advantages of temporal difference methods.srt
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/1. Module overview.mp4
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/2. Function approximators.srt
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/3. Artificial Neural Networks.mp4
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/3. Artificial Neural Networks.srt
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/4. Artificial Neurons.mp4
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/4. Artificial Neurons.srt
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/5. How to represent a Neural Network.mp4
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/5. How to represent a Neural Network.srt
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/6. Stochastic Gradient Descent.mp4
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/6. Stochastic Gradient Descent.srt
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/7. Neural Network optimization.mp4
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~Get Your Files Here !/4. Refresher Brief introduction to Neural Networks/7. Neural Network optimization.srt
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~Get Your Files Here !/5. Refresher Deep Q-Learning/1. Module overview.mp4
1.27MB
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~Get Your Files Here !/5. Refresher Deep Q-Learning/1. Module overview.srt
602B
~Get Your Files Here !/5. Refresher Deep Q-Learning/2. Deep Q-Learning.mp4
16.17MB
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~Get Your Files Here !/5. Refresher Deep Q-Learning/2. Deep Q-Learning.srt
3.37KB
~Get Your Files Here !/5. Refresher Deep Q-Learning/3. Experience replay.mp4
8.99MB
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~Get Your Files Here !/5. Refresher Deep Q-Learning/3. Experience replay.srt
2.51KB
~Get Your Files Here !/5. Refresher Deep Q-Learning/4. Target Network.mp4
16.58MB
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~Get Your Files Here !/5. Refresher Deep Q-Learning/4. Target Network.srt
4.56KB
~Get Your Files Here !/6. PyTorch Lightning/1. PyTorch Lightning.mp4
32.01MB
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~Get Your Files Here !/6. PyTorch Lightning/1. PyTorch Lightning.srt
10.47KB
~Get Your Files Here !/6. PyTorch Lightning/10. Prepare the data loader and the optimizer.mp4
30.43MB
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~Get Your Files Here !/6. PyTorch Lightning/10. Prepare the data loader and the optimizer.srt
4.89KB
~Get Your Files Here !/6. PyTorch Lightning/11. Define the train_step() method.mp4
49.77MB
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~Get Your Files Here !/6. PyTorch Lightning/11. Define the train_step() method.srt
10.87KB
~Get Your Files Here !/6. PyTorch Lightning/12. Define the train_epoch_end() method.mp4
32.17MB
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~Get Your Files Here !/6. PyTorch Lightning/12. Define the train_epoch_end() method.srt
4.69KB
~Get Your Files Here !/6. PyTorch Lightning/13. Train the Deep Q-Learning algorithm.mp4
35.05MB
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~Get Your Files Here !/6. PyTorch Lightning/13. Train the Deep Q-Learning algorithm.srt
7.52KB
~Get Your Files Here !/6. PyTorch Lightning/14. Explore the resulting agent.mp4
20.28MB
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~Get Your Files Here !/6. PyTorch Lightning/14. Explore the resulting agent.srt
3.57KB
~Get Your Files Here !/6. PyTorch Lightning/2. Link to the code notebook.html
169B
~Get Your Files Here !/6. PyTorch Lightning/2.1 Google colab.html
176B
~Get Your Files Here !/6. PyTorch Lightning/3. Introduction to PyTorch Lightning.mp4
30.94MB
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~Get Your Files Here !/6. PyTorch Lightning/3. Introduction to PyTorch Lightning.srt
6.96KB
~Get Your Files Here !/6. PyTorch Lightning/4. Create the Deep Q-Network.mp4
22.93MB
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~Get Your Files Here !/6. PyTorch Lightning/4. Create the Deep Q-Network.srt
5.92KB
~Get Your Files Here !/6. PyTorch Lightning/5. Create the policy.mp4
18.04MB
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~Get Your Files Here !/6. PyTorch Lightning/5. Create the policy.srt
5.72KB
~Get Your Files Here !/6. PyTorch Lightning/6. Create the replay buffer.mp4
22.98MB
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~Get Your Files Here !/6. PyTorch Lightning/6. Create the replay buffer.srt
6.59KB
~Get Your Files Here !/6. PyTorch Lightning/7. Create the environment.mp4
32.21MB
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~Get Your Files Here !/6. PyTorch Lightning/7. Create the environment.srt
8.91KB
~Get Your Files Here !/6. PyTorch Lightning/8. Define the class for the Deep Q-Learning algorithm.mp4
54.53MB
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~Get Your Files Here !/6. PyTorch Lightning/8. Define the class for the Deep Q-Learning algorithm.srt
13.63KB
~Get Your Files Here !/6. PyTorch Lightning/9. Define the play_episode() function.mp4
29.11MB
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~Get Your Files Here !/6. PyTorch Lightning/9. Define the play_episode() function.srt
5.47KB
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/1. Hyperparameter tuning with Optuna.mp4
32.42MB
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~Get Your Files Here !/7. Hyperparameter tuning with Optuna/1. Hyperparameter tuning with Optuna.srt
10.97KB
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/2. Link to the code notebook.html
169B
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/2.1 Google colab.html
176B
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/3. Log average return.mp4
33.63MB
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~Get Your Files Here !/7. Hyperparameter tuning with Optuna/3. Log average return.srt
5.56KB
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/4. Define the objective function.mp4
29.84MB
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~Get Your Files Here !/7. Hyperparameter tuning with Optuna/4. Define the objective function.srt
6.15KB
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/5. Create and launch the hyperparameter tuning job.mp4
18.52MB
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~Get Your Files Here !/7. Hyperparameter tuning with Optuna/5. Create and launch the hyperparameter tuning job.srt
3.18KB
~Get Your Files Here !/7. Hyperparameter tuning with Optuna/6. Explore the best trial.mp4
19.19MB
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~Get Your Files Here !/7. Hyperparameter tuning with Optuna/6. Explore the best trial.srt
3.06KB
~Get Your Files Here !/8. Double Deep Q-Learning/1. Maximization bias and Double Deep Q-Learning.mp4
13.84MB
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~Get Your Files Here !/8. Double Deep Q-Learning/2. Link to the code notebook.html
169B
~Get Your Files Here !/8. Double Deep Q-Learning/2.1 Google colab.html
165B
~Get Your Files Here !/8. Double Deep Q-Learning/3. Create the Double Deep Q-Learning algorithm.mp4
49.94MB
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~Get Your Files Here !/8. Double Deep Q-Learning/3. Create the Double Deep Q-Learning algorithm.srt
8.47KB
~Get Your Files Here !/8. Double Deep Q-Learning/4. Check the resulting agent.mp4
9.13MB
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~Get Your Files Here !/8. Double Deep Q-Learning/4. Check the resulting agent.srt
1.72KB
~Get Your Files Here !/9. Dueling Deep Q-Networks/1. Dueling Deep Q-Networks.html
79B
~Get Your Files Here !/9. Dueling Deep Q-Networks/2. Link to the code notebook.html
159B
~Get Your Files Here !/9. Dueling Deep Q-Networks/2.1 Google colab.html
166B
~Get Your Files Here !/9. Dueling Deep Q-Networks/3. Create the dueling DQN.mp4
54.38MB
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~Get Your Files Here !/9. Dueling Deep Q-Networks/3. Create the dueling DQN.srt
11.66KB
~Get Your Files Here !/9. Dueling Deep Q-Networks/4. Create the environment - Part 1.mp4
41.28MB
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~Get Your Files Here !/9. Dueling Deep Q-Networks/4. Create the environment - Part 1.srt
9.02KB
~Get Your Files Here !/9. Dueling Deep Q-Networks/5. Create the environment - Part 2.mp4
36.64MB
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~Get Your Files Here !/9. Dueling Deep Q-Networks/5. Create the environment - Part 2.srt
6.65KB
~Get Your Files Here !/9. Dueling Deep Q-Networks/6. Implement Deep Q-Learning.mp4
36.43MB
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~Get Your Files Here !/9. Dueling Deep Q-Networks/6. Implement Deep Q-Learning.srt
6.66KB
~Get Your Files Here !/9. Dueling Deep Q-Networks/7. Check the resulting agent.mp4
20.94MB
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~Get Your Files Here !/9. Dueling Deep Q-Networks/7. Check the resulting agent.srt
2.72KB
~Get Your Files Here !/Bonus Resources.txt
386B