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araffin / learning-to-drive-in-5-minutes

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
https://towardsdatascience.com/learning-to-drive-smoothly-in-minutes-450a7cdb35f4
MIT License
287 stars 85 forks source link

AttributeError: module 'gym.spaces' has no attribute 'prng' #3

Closed lamhoangtung closed 5 years ago

lamhoangtung commented 5 years ago

Hi @araffin. Thanks for the great repo. I'm trying to train everything from scratch based on your work.

I collected images using the teleoperation mode and starting to train the VAE but the following error come up when I tried to run python3 -m vae.train --n-epochs 50 --verbose 0 --z-size 64 -f ./data/vae/

Traceback (most recent call last):
  File "/usr/lib/python3.6/runpy.py", line 193, in _run_module_as_main
    "__main__", mod_spec)
  File "/usr/lib/python3.6/runpy.py", line 85, in _run_code
    exec(code, run_globals)
  File "/home/linus/learning-to-drive-in-5-minutes/vae/train.py", line 31, in <module>
    set_global_seeds(args.seed)
  File "/home/linus/.local/lib/python3.6/site-packages/stable_baselines/common/misc_util.py", line 92, in set_global_seeds
    gym.spaces.prng.seed(seed)
AttributeError: module 'gym.spaces' has no attribute 'prng'

Everything is up-to-date with the latest code on master. I installed all the dependencies with pip3 install -r requirement.txt. Also, my system don't have any virtual environment or anaconda. I tried to reinstall gym a couple time via pip but it still not working.

Any ideals how to solve this problem ? Thanks a lot.

araffin commented 5 years ago

Hello, this error is due to open ai breaking gym api. Two solutions:

EDIT: the branch is now merged with master branch of stable-baselines

lamhoangtung commented 5 years ago

Thanks @araffin for the quick reply. I installed stable-baselines from master branch and everything is working great now. I put this command here just in case anyone needed it ;)

pip3 install git+https://github.com/hill-a/stable-baselines
araffin commented 5 years ago

Perfect.

Note: the command is already in the doc ;)