Autonome Systeme und Regelungssysteme

Erweitern von Deep Learning-Workflows mit Anwendungen von Verstärkungslernen, vorausschauender Wartung und autonomer Navigation

Verwenden Sie die Deep Learning Toolbox™, um Deep Learning in Anwendungen von Verstärkungslernen, vorausschauender Wartung und autonomer Navigation einzubinden.

Enthaltene Beispiele

Train DDPG Agent to Control Sliding Robot

Train a reinforcement learning agent to control a flying robot model.

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Train Biped Robot to Walk Using Reinforcement Learning Agents

Train a reinforcement learning agent to control a biped walking robot modeled in Simscape™ Multibody™.

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Generate Synthetic Signals Using Conditional GAN

Use a conditional generative adversarial network to produce synthetic data for model training.

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Chemical Process Fault Detection Using Deep Learning

Use simulation data to train a neural network than can detect faults in a chemical process.

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Rolling Element Bearing Fault Diagnosis Using Deep Learning

Perform fault diagnosis of a rolling element bearing using a deep learning approach.

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Autonome Systeme und Regelungssysteme

Kategorien

Enthaltene Beispiele

Train DDPG Agent to Control Sliding Robot

Train Biped Robot to Walk Using Reinforcement Learning Agents

Generate Synthetic Signals Using Conditional GAN

Chemical Process Fault Detection Using Deep Learning

Rolling Element Bearing Fault Diagnosis Using Deep Learning