# Switching exploration through action subspaces

**URL:** <https://discuss.ray.io/t/switching-exploration-through-action-subspaces/8163>\
**Category:** RLlib\
**Created:** [November 7, 2022, 2:10pm UTC](https://discuss.ray.io/t/switching-exploration-through-action-subspaces/8163 "2022-11-07T14:10:22Z")\
**Posts on this page:** 1\
**Showing post:** 12

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**Author:** ![Saurabh\_Arora](https://sea2.discourse-cdn.com/flex020/user_avatar/discuss.ray.io/saurabh_arora/32/1012_2.png) [@Saurabh\_Arora](https://discuss.ray.io/u/Saurabh_Arora)\
**Post date:** [November 11, 2022, 7:44pm UTC](https://discuss.ray.io/t/switching-exploration-through-action-subspaces/8163/12 "2022-11-11T19:44:16Z")

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@rusu24edward , if I switch to multi-agent setting, I have to change a lot of code in rest of my codebase that uses learned policy. I think I should first give a shot to exploration. Can you please look into my follow up question here [Using different get\_exploration\_action method pre and post training](https://discuss.ray.io/t/using-different-get-exploration-action-method-pre-and-post-training/8242) ?

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