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Trinkle23897 avatar Trinkle23897 commented on September 18, 2024

but for certain applications

Is that your own customized environment?

When auto-reset is off, terminated environments should not be run.

Actually it has already supported this feature to some extend: see https://github.com/sail-sg/envpool/blob/master/envpool/atari/atari_pretrain_test.py
This script first creates 100 environments to run 100 episodes. When an environment terminates, it will not step anymore. The idea is to use env_id to control the step. So the stepping num_envs will gradually decrease from 100 to 1.

BTW, you can also call reset(action, env_id) to continue the running for a set of envs.

from envpool.

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