# Issue Reproducing results

**URL:** <https://discuss.ray.io/t/issue-reproducing-results/2507>\
**Category:** RLlib\
**Created:** [June 14, 2021, 12:00am UTC](https://discuss.ray.io/t/issue-reproducing-results/2507 "2021-06-14T00:00:07Z")\
**Posts on this page:** 1\
**Showing post:** 2

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**Author:** ![Lauritowal](https://sea2.discourse-cdn.com/flex020/user_avatar/discuss.ray.io/lauritowal/32/572_2.png) [@Lauritowal](https://discuss.ray.io/u/Lauritowal)\
**Post date:** [June 14, 2021, 9:19am UTC](https://discuss.ray.io/t/issue-reproducing-results/2507/2 "2021-06-14T09:19:14Z")

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> [@narik11](#):
>
> shuffle\_sequences

I can be wrong here, but I don’t think it is necessary to set `shuffle_sequences` at all. It was not necessary for me 🙂

Did you set also the seed for the action\_space in your environment as described in the end of the discussion here : [Reproducible training - setting seeds for all workers / environments - #15 by Lauritowal](https://discuss.ray.io/t/reproducible-training-setting-seeds-for-all-workers-environments/1051/15)

`env.action_space.seed(RANDOM_SEED)`

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