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Breakend / gym-extensions

This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement learning, etc.)
https://breakend.github.io/gym-extensions/
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Modified MuJoCo env to be compatible with MuJoCo200 #11

Open Rowing0914 opened 5 years ago

Rowing0914 commented 5 years ago

Hi guys,

Thank you for this great repo! Since I had to work on some experiments myself, I modified the repo to the one which is compatible with the latest MuJoCo version 2.0(https://github.com/openai/mujoco-py), which has been released since March in 2019.

So, I hope this enhances more users.

Breakend commented 5 years ago

This is great! Thanks of the update. I think to make sure these changes don't affect reproducibility, we should bump all the version numbers of affected MuJoCo envs to -V1 in the registration file as well maybe?

Rowing0914 commented 5 years ago

Thank you for your prompt response! that's nice!! I'll do that and re-push it!

Rowing0914 commented 5 years ago

To test all mujoco envs, please run tests/all_tests.py(https://github.com/Rowing0914/gym-extensions/blob/mujoco200/tests/all_tests.py)

Breakend commented 5 years ago

Thanks! Can you remove the .idea folder that got added. After that I'll run some tests to sanity check that the envs seem ok and an RL agent can still learn on them. Then I'll merge the pull request.

Rowing0914 commented 5 years ago

Oh, snap.. deleted it! Thank you for letting me know about that!

Rowing0914 commented 5 years ago

I have added the food env, which is a similar concept to AnimalAI(http://animalaiolympics.com/)!! I hope you like it.

Rowing0914 commented 5 years ago

I have added extra envs which have been mainly created for NerveNet,https://github.com/WilsonWangTHU/NerveNet, experiments purpose. I modified them to be compatible with MuJoCo ver 2.0, and named them by v1 as we agreed! I hope you like them!

Rowing0914 commented 5 years ago

This is the list for newly added envs.

"""
ALL_ENV_LIST = [
    WalkersHopperone-v1
    WalkersHalfhumanoidone-v1
    WalkersHalfcheetahone-v1
    WalkersFullcheetahone-v1
    WalkersOstrichone-v1
    WalkersHoppertwo-v1
    WalkersHalfhumanoidtwo-v1
    WalkersHalfcheetahtwo-v1
    WalkersFullcheetahtwo-v1
    WalkersOstrichtwo-v1
    WalkersHopperthree-v1
    WalkersHalfhumanoidthree-v1
    WalkersHalfcheetahthree-v1
    WalkersFullcheetahthree-v1
    WalkersOstrichthree-v1
    WalkersHopperfour-v1
    WalkersHalfhumanoidfour-v1
    WalkersHalfcheetahfour-v1
    WalkersFullcheetahfour-v1
    WalkersOstrichfour-v1
    WalkersHopperfive-v1
    WalkersHalfhumanoidfive-v1
    WalkersHalfcheetahfive-v1
    WalkersFullcheetahfive-v1
    WalkersOstrichfive-v1
    CentipedeThree-v1
    CentipedeFour-v1
    CentipedeFive-v1
    CentipedeSix-v1
    CentipedeSeven-v1
    CentipedeEight-v1
    CentipedeTen-v1
    CentipedeTwelve-v1
    CentipedeFourteen-v1
    CentipedeTwenty-v1
    CentipedeThirty-v1
    CentipedeForty-v1
    CentipedeFifty-v1
    ReacherZero-v1
    ReacherOne-v1
    ReacherTwo-v1
    ReacherThree-v1
    ReacherFour-v1
    ReacherFive-v1
    ReacherSix-v1
    ReacherSeven-v1
    SnakeThree-v1
    SnakeFour-v1
    SnakeFive-v1
    SnakeSix-v1
    SnakeSeven-v1
    SnakeEight-v1
    SnakeNine-v1
    SnakeTen-v1
    SnakeTwenty-v1
    SnakeForty-v1
]
"""

and you can test them all from ./tests/nervenet_env_all_test.py!!

zengrui324 commented 3 years ago

My mujoco environment is 2.0 and python=3.6.2, but it prompts me "You appear to be missing Mujoxo. We expected to find the file here:/home/**/.mujoco/mjpro150"

Rowing0914 commented 3 years ago

@zengrui324 sorry, I haven't worked on this project since my last commit... Hope someone can help you... From my memory, maybe you can double check the mujoco path things...