Farama-Foundation
[Proposal] Add Tutorials for MuJoCo based environments (contributors welcome)
Proposal
With the release of the MuJoCo-v5 environments, in Gymnasium 1.0.0 (which will be coming out, prior to the heat death of the universe).
We need tutorials on:
- [x] loading a quadruped custom robot model (WIP https://github.com/Farama-Foundation/Gymnasium/pull/838)
- [ ] loading a bipedal / humanoid custom robot model
- [ ] loading a custom scene e.g. G-Barkour (which will have custom reward, obs?, terminal?)
- [ ] Using robot model with custom simulation options
- [ ] Create a Custom MuJoCo based environment class by subclassing
MujocoEnv - [ ] ??? Transfer learning across different models ???
- [ ] Transfer learning with MuJoCo MPC
- [ ] more tutorials ???
Contributors are welcome, with experience running RL on robotic environments, or with knowledge of the MuJoCo simulator, or with knowledge of Robotics, or just willingness to learn.
Comment here or discuss or join the gymnasium discord (invite link on the README) and ping me in the # New Contributors channel.
Motivation
No response
Pitch
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Alternatives
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Additional context
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Checklist
- [X] I have checked that there is no similar issue in the repo
@Kallinteris-Andreas Is anyone working on Create a Custom MuJoCo based environment class by subclassing MujocoEnv? If not, I am working on just the right thing for this currently.
tldr; I am creating a MuJoCo version of X-MAGICAL, which is originally created with a 2D simulator and shown below:
So far, my environment looks like this:
https://github.com/Farama-Foundation/Gymnasium/assets/50164418/b44ab71f-a0a7-4d41-bde3-9b6ed52d73ef
I'm integrating Gymnasium API support for the environment, and i'm doing this by subclassing MujocoEnv.
Let me know your thoughts, i'm happy to contribute this : )
@jonzamora feel free to submit a PR with your tutorial
(sorry for late reply, i though i had reply)