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[ DevCourseWeb.com ] Udemy - Advanced Reinforcement Learning in Python - from DQN to SAC

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DevCourseWeb com Udemy Advanced Reinforcement Learning in Python from DQN to SAC

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182B

~Get Your Files Here !/01 - Introduction/001 Introduction.mp4

24.29MB

~Get Your Files Here !/01 - Introduction/001 Introduction_en.vtt

6.2KB

~Get Your Files Here !/01 - Introduction/002 Reinforcement Learning series.html

491B

~Get Your Files Here !/01 - Introduction/003 Google Colab.mp4

5.77MB

~Get Your Files Here !/01 - Introduction/003 Google Colab_en.vtt

1.75KB

~Get Your Files Here !/01 - Introduction/004 Where to begin.mp4

5.06MB

~Get Your Files Here !/01 - Introduction/004 Where to begin_en.vtt

1.99KB

~Get Your Files Here !/01 - Introduction/external-assets-links.txt

144B

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/001 Module Overview.mp4

2.61MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/001 Module Overview_en.vtt

1.01KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/002 Elements common to all control tasks.mp4

38.74MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/002 Elements common to all control tasks_en.vtt

5.95KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/003 The Markov decision process (MDP).mp4

25.1MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/003 The Markov decision process (MDP)_en.vtt

5.66KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/004 Types of Markov decision process.mp4

8.68MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/004 Types of Markov decision process_en.vtt

2.24KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/005 Trajectory vs episode.mp4

4.94MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/005 Trajectory vs episode_en.vtt

1.09KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/006 Reward vs Return.mp4

5.28MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/006 Reward vs Return_en.vtt

1.63KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/007 Discount factor.mp4

14.77MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/007 Discount factor_en.vtt

4.04KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/008 Policy.mp4

7.41MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/008 Policy_en.vtt

2.18KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/009 State values v(s) and action values q(s,a).mp4

4.28MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/009 State values v(s) and action values q(s,a)_en.vtt

1.16KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/010 Bellman equations.mp4

12.41MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/010 Bellman equations_en.vtt

3.03KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/011 Solving a Markov decision process.mp4

14.14MB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/011 Solving a Markov decision process_en.vtt

3.12KB

~Get Your Files Here !/02 - Refresher The Markov Decision Process (MDP)/external-assets-links.txt

144B

~Get Your Files Here !/03 - Refresher Q-Learning/001 Module overview.mp4

1.49MB

~Get Your Files Here !/03 - Refresher Q-Learning/001 Module overview_en.vtt

720B

~Get Your Files Here !/03 - Refresher Q-Learning/002 Temporal difference methods.mp4

12.62MB

~Get Your Files Here !/03 - Refresher Q-Learning/002 Temporal difference methods_en.vtt

3.49KB

~Get Your Files Here !/03 - Refresher Q-Learning/003 Solving control tasks with temporal difference methods.mp4

14.52MB

~Get Your Files Here !/03 - Refresher Q-Learning/003 Solving control tasks with temporal difference methods_en.vtt

3.63KB

~Get Your Files Here !/03 - Refresher Q-Learning/004 Q-Learning.mp4

11.08MB

~Get Your Files Here !/03 - Refresher Q-Learning/004 Q-Learning_en.vtt

2.49KB

~Get Your Files Here !/03 - Refresher Q-Learning/005 Advantages of temporal difference methods.mp4

3.71MB

~Get Your Files Here !/03 - Refresher Q-Learning/005 Advantages of temporal difference methods_en.vtt

1.19KB

~Get Your Files Here !/03 - Refresher Q-Learning/external-assets-links.txt

144B

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/001 Module overview.mp4

1.78MB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/001 Module overview_en.vtt

739B

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/002 Function approximators.mp4

36.32MB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/002 Function approximators_en.vtt

8.45KB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/003 Artificial Neural Networks.mp4

24.34MB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/003 Artificial Neural Networks_en.vtt

3.82KB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/004 Artificial Neurons.mp4

25.64MB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/004 Artificial Neurons_en.vtt

5.85KB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/005 How to represent a Neural Network.mp4

38.16MB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/005 How to represent a Neural Network_en.vtt

7.19KB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/006 Stochastic Gradient Descent.mp4

49.87MB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/006 Stochastic Gradient Descent_en.vtt

6.35KB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/007 Neural Network optimization.mp4

23.39MB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/007 Neural Network optimization_en.vtt

4.38KB

~Get Your Files Here !/04 - Refresher Brief introduction to Neural Networks/external-assets-links.txt

144B

~Get Your Files Here !/05 - Refresher Deep Q-Learning/001 Module overview.mp4

1.27MB

~Get Your Files Here !/05 - Refresher Deep Q-Learning/001 Module overview_en.vtt

551B

~Get Your Files Here !/05 - Refresher Deep Q-Learning/002 Deep Q-Learning.mp4

16.17MB

~Get Your Files Here !/05 - Refresher Deep Q-Learning/002 Deep Q-Learning_en.vtt

2.9KB

~Get Your Files Here !/05 - Refresher Deep Q-Learning/003 Experience Replay.mp4

8.98MB

~Get Your Files Here !/05 - Refresher Deep Q-Learning/003 Experience Replay_en.vtt

2.24KB

~Get Your Files Here !/05 - Refresher Deep Q-Learning/004 Target Network.mp4

16.57MB

~Get Your Files Here !/05 - Refresher Deep Q-Learning/004 Target Network_en.vtt

3.92KB

~Get Your Files Here !/05 - Refresher Deep Q-Learning/external-assets-links.txt

144B

~Get Your Files Here !/06 - PyTorch Lightning/001 PyTorch Lightning.mp4

32MB

~Get Your Files Here !/06 - PyTorch Lightning/001 PyTorch Lightning_en.vtt

9.2KB

~Get Your Files Here !/06 - PyTorch Lightning/002 Link to the code notebook.html

280B

~Get Your Files Here !/06 - PyTorch Lightning/003 Introduction to PyTorch Lightning.mp4

30.93MB

~Get Your Files Here !/06 - PyTorch Lightning/003 Introduction to PyTorch Lightning_en.vtt

6.21KB

~Get Your Files Here !/06 - PyTorch Lightning/004 Create the Deep Q-Network.mp4

22.93MB

~Get Your Files Here !/06 - PyTorch Lightning/004 Create the Deep Q-Network_en.vtt

5.13KB

~Get Your Files Here !/06 - PyTorch Lightning/005 Create the policy.mp4

18.04MB

~Get Your Files Here !/06 - PyTorch Lightning/005 Create the policy_en.vtt

5.07KB

~Get Your Files Here !/06 - PyTorch Lightning/006 Create the replay buffer.mp4

22.98MB

~Get Your Files Here !/06 - PyTorch Lightning/006 Create the replay buffer_en.vtt

5.62KB

~Get Your Files Here !/06 - PyTorch Lightning/007 Create the environment.mp4

32.22MB

~Get Your Files Here !/06 - PyTorch Lightning/007 Create the environment_en.vtt

7.49KB

~Get Your Files Here !/06 - PyTorch Lightning/008 Define the class for the Deep Q-Learning algorithm.mp4

54.54MB

~Get Your Files Here !/06 - PyTorch Lightning/008 Define the class for the Deep Q-Learning algorithm_en.vtt

11.63KB

~Get Your Files Here !/06 - PyTorch Lightning/009 Define the play_episode() function.mp4

29.1MB

~Get Your Files Here !/06 - PyTorch Lightning/009 Define the play_episode() function_en.vtt

4.86KB

~Get Your Files Here !/06 - PyTorch Lightning/010 Prepare the data loader and the optimizer.mp4

30.43MB

~Get Your Files Here !/06 - PyTorch Lightning/010 Prepare the data loader and the optimizer_en.vtt

4.21KB

~Get Your Files Here !/06 - PyTorch Lightning/011 Define the train_step() method.mp4

49.77MB

~Get Your Files Here !/06 - PyTorch Lightning/011 Define the train_step() method_en.vtt

9.28KB

~Get Your Files Here !/06 - PyTorch Lightning/012 Define the train_epoch_end() method.mp4

32.17MB

~Get Your Files Here !/06 - PyTorch Lightning/012 Define the train_epoch_end() method_en.vtt

3.96KB

~Get Your Files Here !/06 - PyTorch Lightning/013 [Important] Lecture correction.html

613B

~Get Your Files Here !/06 - PyTorch Lightning/014 Train the Deep Q-Learning algorithm.mp4

35.03MB

~Get Your Files Here !/06 - PyTorch Lightning/014 Train the Deep Q-Learning algorithm_en.vtt

6.49KB

~Get Your Files Here !/06 - PyTorch Lightning/015 Explore the resulting agent.mp4

20.26MB

~Get Your Files Here !/06 - PyTorch Lightning/015 Explore the resulting agent_en.vtt

2.82KB

~Get Your Files Here !/06 - PyTorch Lightning/external-assets-links.txt

140B

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/001 Hyperparameter tuning with Optuna.mp4

32.42MB

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/001 Hyperparameter tuning with Optuna_en.vtt

9.63KB

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/002 Link to the code notebook.html

280B

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/003 Log average return.mp4

33.62MB

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/003 Log average return_en.vtt

4.79KB

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/004 Define the objective function.mp4

29.84MB

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/004 Define the objective function_en.vtt

5.28KB

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/005 Create and launch the hyperparameter tuning job.mp4

18.5MB

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/005 Create and launch the hyperparameter tuning job_en.vtt

2.65KB

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/006 Explore the best trial.mp4

19.15MB

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/006 Explore the best trial_en.vtt

2.61KB

~Get Your Files Here !/07 - Hyperparameter tuning with Optuna/external-assets-links.txt

140B

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/001 Continuous action spaces.mp4

29.64MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/001 Continuous action spaces_en.vtt

6.77KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/002 The advantage function.mp4

13.42MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/002 The advantage function_en.vtt

4.81KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/003 Normalized Advantage Function (NAF).mp4

10.09MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/003 Normalized Advantage Function (NAF)_en.vtt

3.31KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/004 Normalized Advantage Function pseudocode.mp4

23.16MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/004 Normalized Advantage Function pseudocode_en.vtt

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~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/005 Link to the code notebook.html

280B

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/006 Hyperbolic tangent.mp4

4.68MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/006 Hyperbolic tangent_en.vtt

1.57KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/007 Creating the (NAF) Deep Q-Network 1.mp4

41.41MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/007 Creating the (NAF) Deep Q-Network 1_en.vtt

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~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/008 Creating the (NAF) Deep Q-Network 2.mp4

15.01MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/008 Creating the (NAF) Deep Q-Network 2_en.vtt

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~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/009 Creating the (NAF) Deep Q-Network 3.mp4

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~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/009 Creating the (NAF) Deep Q-Network 3_en.vtt

1.1KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/010 Creating the (NAF) Deep Q-Network 4.mp4

47.88MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/010 Creating the (NAF) Deep Q-Network 4_en.vtt

9.29KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/011 Creating the policy.mp4

25.04MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/011 Creating the policy_en.vtt

5.22KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/012 Create the environment.mp4

22.51MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/012 Create the environment_en.vtt

4.59KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/013 Polyak averaging.mp4

4.82MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/013 Polyak averaging_en.vtt

1.46KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/014 Implementing Polyak averaging.mp4

10.35MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/014 Implementing Polyak averaging_en.vtt

2.21KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/015 Create the (NAF) Deep Q-Learning algorithm.mp4

42.87MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/015 Create the (NAF) Deep Q-Learning algorithm_en.vtt

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~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/016 Implement the training step.mp4

13.27MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/016 Implement the training step_en.vtt

2.44KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/017 Implement the end-of-epoch logic.mp4

12.49MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/017 Implement the end-of-epoch logic_en.vtt

2.24KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/018 Debugging and launching the algorithm.mp4

19.98MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/018 Debugging and launching the algorithm_en.vtt

2.87KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/019 Checking the resulting agent.mp4

16.42MB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/019 Checking the resulting agent_en.vtt

1.97KB

~Get Your Files Here !/08 - Deep Q-Learning for continuous action spaces (Normalized Advantage Function)/external-assets-links.txt

148B

~Get Your Files Here !/09 - Refresher Policy gradient methods/001 Policy gradient methods.mp4

21.65MB

~Get Your Files Here !/09 - Refresher Policy gradient methods/001 Policy gradient methods_en.vtt

4.78KB

~Get Your Files Here !/09 - Refresher Policy gradient methods/002 Policy performance.mp4

8.52MB

~Get Your Files Here !/09 - Refresher Policy gradient methods/002 Policy performance_en.vtt

2.56KB

~Get Your Files Here !/09 - Refresher Policy gradient methods/003 Representing policies using neural networks.mp4

27.76MB

~Get Your Files Here !/09 - Refresher Policy gradient methods/003 Representing policies using neural networks_en.vtt

5.3KB

~Get Your Files Here !/09 - Refresher Policy gradient methods/004 The policy gradient theorem.mp4

15.89MB

~Get Your Files Here !/09 - Refresher Policy gradient methods/004 The policy gradient theorem_en.vtt

3.83KB

~Get Your Files Here !/09 - Refresher Policy gradient methods/005 Entropy Regularization.mp4

23.15MB

~Get Your Files Here !/09 - Refresher Policy gradient methods/005 Entropy Regularization_en.vtt

6.53KB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/001 The Brax Physics engine.mp4

20.05MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/001 The Brax Physics engine_en.vtt

3.47KB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/002 Deep Deterministic Policy Gradient (DDPG).mp4

32.33MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/002 Deep Deterministic Policy Gradient (DDPG)_en.vtt

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~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/003 DDPG pseudocode.mp4

20.92MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/003 DDPG pseudocode_en.vtt

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~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/004 Link to the code notebook.html

280B

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/005 Deep Deterministic Policy Gradient (DDPG).mp4

31.81MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/005 Deep Deterministic Policy Gradient (DDPG)_en.vtt

5.71KB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/006 Create the gradient policy.mp4

43.44MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/006 Create the gradient policy_en.vtt

9.74KB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/007 Create the Deep Q-Network.mp4

22.77MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/007 Create the Deep Q-Network_en.vtt

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~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/008 Create the DDPG class.mp4

38.86MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/008 Create the DDPG class_en.vtt

7.34KB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/009 Define the play method.mp4

13.23MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/009 Define the play method_en.vtt

2.16KB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/010 Setup the optimizers and dataloader.mp4

22.25MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/010 Setup the optimizers and dataloader_en.vtt

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~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/011 Define the training step.mp4

57.89MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/011 Define the training step_en.vtt

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~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/012 Launch the training process.mp4

34.2MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/012 Launch the training process_en.vtt

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~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/013 Check the resulting agent.mp4

30.24MB

~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/013 Check the resulting agent_en.vtt

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~Get Your Files Here !/10 - Deep Deterministic Policy Gradient (DDPG)/external-assets-links.txt

153B

~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/001 Twin Delayed DDPG (TD3).mp4

33.96MB

~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/001 Twin Delayed DDPG (TD3)_en.vtt

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~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/002 TD3 pseudocode.mp4

20.01MB

~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/002 TD3 pseudocode_en.vtt

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~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/003 Link to code notebook.html

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~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/004 Twin Delayed DDPG (TD3).mp4

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~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/004 Twin Delayed DDPG (TD3)_en.vtt

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~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/005 Clipped double Q-Learning.mp4

31.52MB

~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/005 Clipped double Q-Learning_en.vtt

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~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/006 Delayed policy updates.mp4

12.07MB

~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/006 Delayed policy updates_en.vtt

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~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/007 Target policy smoothing.mp4

30.96MB

~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/007 Target policy smoothing_en.vtt

4.12KB

~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/008 Check the resulting agent.mp4

31.09MB

~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/008 Check the resulting agent_en.vtt

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~Get Your Files Here !/11 - Twin Delayed DDPG (TD3)/external-assets-links.txt

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~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/001 Soft Actor-Critic (SAC).mp4

23.96MB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/001 Soft Actor-Critic (SAC)_en.vtt

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~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/002 SAC pseudocode.mp4

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~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/002 SAC pseudocode_en.vtt

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~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/003 Create the robotics task.mp4

74.02MB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/003 Create the robotics task_en.vtt

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~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/004 Create the Deep Q-Network.mp4

18.98MB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/004 Create the Deep Q-Network_en.vtt

3.52KB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/005 Create the gradient policy.mp4

53.76MB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/005 Create the gradient policy_en.vtt

12.64KB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/006 Implement the Soft Actor-Critic algorithm - Part 1.mp4

40.06MB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/006 Implement the Soft Actor-Critic algorithm - Part 1_en.vtt

7.08KB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/007 Implement the Soft Actor-Critic algorithm - Part 2.mp4

66.71MB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/007 Implement the Soft Actor-Critic algorithm - Part 2_en.vtt

9.25KB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/008 Check the results.mp4

12.09MB

~Get Your Files Here !/12 - Soft Actor-Critic (SAC)/008 Check the results_en.vtt

2.1KB

~Get Your Files Here !/13 - Hindsight Experience Replay/001 Hindsight Experience Replay (HER).mp4

17.07MB

~Get Your Files Here !/13 - Hindsight Experience Replay/001 Hindsight Experience Replay (HER)_en.vtt

4.3KB

~Get Your Files Here !/13 - Hindsight Experience Replay/002 Implement Hindsight Experience Replay (HER) - Part 1.mp4

33.98MB

~Get Your Files Here !/13 - Hindsight Experience Replay/002 Implement Hindsight Experience Replay (HER) - Part 1_en.vtt

5.17KB

~Get Your Files Here !/13 - Hindsight Experience Replay/003 Implement Hindsight Experience Replay (HER) - Part 2.mp4

21.66MB

~Get Your Files Here !/13 - Hindsight Experience Replay/003 Implement Hindsight Experience Replay (HER) - Part 2_en.vtt

2.92KB

~Get Your Files Here !/13 - Hindsight Experience Replay/004 Implement Hindsight Experience Replay (HER) - Part 3.mp4

73.74MB

~Get Your Files Here !/13 - Hindsight Experience Replay/004 Implement Hindsight Experience Replay (HER) - Part 3_en.vtt

9.88KB

~Get Your Files Here !/13 - Hindsight Experience Replay/005 Check the results.mp4

7.4MB

~Get Your Files Here !/13 - Hindsight Experience Replay/005 Check the results_en.vtt

1003B

~Get Your Files Here !/14 - Final steps/001 Next steps.mp4

17.27MB

~Get Your Files Here !/14 - Final steps/001 Next steps_en.vtt

2.15KB

~Get Your Files Here !/14 - Final steps/002 Next steps.html

480B

~Get Your Files Here !/Bonus Resources.txt

386B

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