DDPG Agent stopping training

조회 수: 4 (최근 30일)
Abd Al-Rahman Al-Remal
Abd Al-Rahman Al-Remal 2021년 6월 14일
댓글: Abd Al-Rahman Al-Remal 2021년 7월 1일
Hi there,
When training my RL agent for some reason it stops trainign after ~100 episodes (usually less however) and the limit I have set is usually far less. I doubt it's the case that the training has stopped due to the 'isdone' signal in my simulink model (unless after only 100 episodes it managed to get exactly what I specified?).
Any help or advice would be much appreciated!
Edit: as I'm writing this I'm realising that part of my 'isdone' signal is for the output of my model to be excatly one value - could this be the cause as it obtains that value once and then stops?
  댓글 수: 2
Abd Al-Rahman Al-Remal
Abd Al-Rahman Al-Remal 2021년 6월 17일
Actually I think my value for the average reward to stop training was too low. I'll keep this updated if that works :)
Abd Al-Rahman Al-Remal
Abd Al-Rahman Al-Remal 2021년 7월 1일
Yup this was the issue - all sorted now! :)

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