Meaning of step, epoch and episode in RL?

5 visualizaciones (últimos 30 días)
Alexander
Alexander el 19 de Mayo de 2022
RL Designer App.
I want to train an agent (PPO).
I see that number of epochs in it is 3.
In train options there are also episodes (500) and steps.
My sample has length of 7200 (the number of step() calls).
I set the stop condition to "Number of episodes = 500".
What is the difference between step, epoch and episode? Should I set epochs to 7200 or steps in episode to 7200?

Respuestas (0)

Categorías

Más información sobre Training and Simulation en Help Center y File Exchange.

Etiquetas

Productos


Versión

R2021b

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by