How to save an rl agent after every 1000 episodes?
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Guru Bhargava Khandavalli on 7 Mar 2021
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?
Madhav Thakker on 19 Mar 2021
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.