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This is due to the checkpoints being stored at the end of an episode and the episode in jaco is (sometimes?) only limited to 249. This is even though the time limit is 10s and the time per step is 0.04s which should result in 250 steps, but I guess the limit is only sometimes included. So the solution for this would be either to store the checkpoint at each step at the specified time steps or to increase the time limit to 10.04s.
I ran pretrain.py for various agents (rnd, icm, proto, icm_apt) and domains (walker, quadruped, jaco).
After the code ran, the directory models/states only contains the subdirectories walker and quadruped.
To reproduce:
python pretrain.py agent=rnd domain=jaco
or
python pretrain.py agent=icm domain=jaco
or
python pretrain.py agent=proto domain=jaco
or
python pretrain.py agent=icm_apt domain=jaco
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