Is it possible to have StopTrainingCriteria in rlTrainingOptions ( RL Toolbox )

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Hi,
Is there a way to have multiple StopTrainingCriteria in rlTrainingOptions, e.g. only after say 21 "EpisodeCount", if "AverageReward" is greater that set threshold, stop learning, not before that.

Antworten (1)

Mahesh Taparia
Mahesh Taparia am 13 Mai 2020
Hi
It can be done by defining the threshold in the training option. For example, set the "AverageReward" as threshold and define rlTrainingOptions as given below:
trainOpts = rlTrainingOptions(...
'MaxEpisodes',1000,...
'MaxStepsPerEpisode',1000,...
'StopTrainingCriteria',"AverageReward",...
'StopTrainingValue',480,...
'Verbose',true,...
'Plots',"training-progress")
For more information, you can visit this documentation.

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