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@zuoxingdong I compiled documentation on Mujuco's Fetch environments It doesn't cover Swimmer, but Most of the principles are common amongst mujoco environment, so this might be helpful. I have tried to cover the observation and action variables, reward function, and comparison among all 4 fetch environments. https://link.medium.com/CV6la7YfV7
PR #2762 is about to be merged, introducing V4 MuJoCo environments using new bindings and a dramatically newer version of the engine. If this issue still persists with the V4 ones, please create a new issue for it.
It could be better to update the Wiki for environment with Mujoco ones, e.g. Swimmer etc.
In addition, maybe better to have explanation for each dimension of action space, e.g. first dimension is position, second dimension is velocity.
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