Reinforcement Learning Onramp


Accesso a MATLAB dal proprio browser web


Video tutorial coinvolgenti


Esercizi pratici con valutazione e feedback automatici


Lessons available in English

Seleziona una lezione per iniziare


Overview of Reinforcement Learning

Familiarize yourself with reinforcement learning concepts and the course.

  • What is reinforcement learning?
  • Course overview
  • Simulating with a pretrained agent


Defining the Environment

Define how an agent interacts with an environment model.

  • Components of a reinforcement learning model
  • Defining an environment interface
  • Rewards and training
  • Including actions in the reward
  • Connecting a Simulink environment to a MATLAB agent


Defining Agents

Create representations of reinforcement learning agents.

  • Critics and Q values
  • Representing critics for continuous problems
  • Creating neural networks
  • Actors and critics
  • Summary of agents


Training Agents

Use simulation episodes to train an agent.

  • Training
  • Improving training

Corsi correlati

Deep Learning Onramp

Inizia ad utilizzare velocemente i metodi di deep learning per eseguire il riconoscimento di immagini.

Simulink Onramp

Inizia velocemente con le basi di Simulink.