How to save an rl agent after every 1000 episodes?

I am training a DDPG agent where the training runs over 1000 episodes. To see how it evolves, I would like to save the agents after every 1000 episodes. As i see the options available in rlTrainingOptions, it is only possible to save every agent after a critical value. This slows down the training process significantly because saving every agent consumes a lot of time. Is there an efficient way to save the agents only after every 1000 episodes?

Thank you.

[Heesu Kim]

I agree with this. I don't understand why it does not have the most useful option. And I'm disappointed that this question still doesn't have any answer.

Answer 1

[Madhav Thakker]

Hi Guru,

I understand currently in rlTrainingOptions, there is no option to save the agent after specific number of episodes. I have raised an enhancement request for the same and this might be considered in future releases.

Hope this helps.

[Heesu Kim]

Yay!

[Dmitriy Ogureckiy]

I am the same opinion. Add this, please. Ball on your side.

Answer 2

[Manuel Sebastian Rios Beltran]

@Madhav Thakker But they did not do it :( a year later