自主和控制系统
借助强化学习、预测性维护和自主导航应用，扩展深度学习工作流
使用 Deep Learning Toolbox™ 将深度学习融入强化学习、预测性维护和自主导航应用中。
精选示例
Train DDPG Agent to Control Sliding Robot
Train a DDPG agent to control a robot sliding over a frictionless 2-D plane.
Train Hybrid SAC Agent for Path-Following Control
Train an hybrid SAC agent for lane following control.
Train Biped Robot to Walk Using Reinforcement Learning Agents
Compare DDPG and TD3 agent for the control a biped walking robot modeled in Simscape™ Multibody™.
Generate Synthetic Signals Using Conditional GAN
Use a conditional generative adversarial network to produce synthetic signals.
Chemical Process Fault Detection Using Deep Learning
Use simulation data to train a neural network than can detect faults in a chemical process.
Rolling Element Bearing Fault Diagnosis Using Deep Learning
Perform fault diagnosis of a rolling element bearing using a deep learning approach.
