Error after few episodes

I am training my DDPG RL agent. It runs fine for some initial episodes (sometimes 3, sometimes 10, and sometimes even 37 out of 50) but then the system crashes giving an error shown in the attached pic. My GPU is on for both actor and critic.

4 comentarios

Jaimin
Jaimin el 24 de Sept. de 2024
Could you please send the related resource? It would be helpful.
Sania Gul
Sania Gul el 24 de Sept. de 2024
Tnks Jaimin
Step2_MainRLNew.mlx is my main program. When I increase Max number of steps per episode to 50, this problem occurs, If I keep this value to 30, the program runs smoothly. I cannot attach data files here as I am not allowed by MATLAB to attach such a big data;
praguna manvi
praguna manvi el 7 de Oct. de 2024
Also please share PhaseCorrectionSystemNew file for complete reproduction.It seems to be an issue while loading the model file.
Sania Gul
Sania Gul el 7 de Oct. de 2024
Tnks @praguna manvi, the matter is resolved by decreasing the number of actions and observations. Tnks for your support and concern :-).

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el 24 de Sept. de 2024

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el 7 de Oct. de 2024

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