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alexfrom0815 / Online-3D-BPP-PCT

Code implementation of "Learning Efficient Online 3D Bin Packing on Packing Configuration Trees". We propose to enhance the practical applicability of online 3D Bin Packing Problem (BPP) via learning on a hierarchical packing configuration tree which makes the deep reinforcement learning (DRL) model easy to deal with practical constraints and well-performing even with continuous solution space.
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AssertionError: You must specify a action space #16

Closed Jayleelwj closed 2 years ago

Jayleelwj commented 2 years ago

Dear authors:

I am trying to reproduce your experiments claimed in your ICLR paper. But I got an error "You must specify a action space", the whole error information can be found below. Would you mind please providing some helpful information for this?

/home/liwj/gitcode/Online-3D-BPP-PCT/attention_model.py:9: DeprecationWarning: class not set defining 'AttentionModelFixed' as <class 'attention_model.AttentionModelFixed'>. Was classcell propagated to type.new? class AttentionModelFixed(NamedTuple): Please input the experiment name pct [(1, 1, 1), (1, 1, 2), (1, 1, 3), (1, 1, 4), (1, 1, 5), (1, 2, 1), (1, 2, 2), (1, 2, 3), (1, 2, 4), (1, 2, 5), (1, 3, 1), (1, 3, 2), (1, 3, 3), (1, 3, 4), (1, 3, 5), (1, 4, 1), (1, 4, 2), (1, 4, 3), (1, 4, 4), (1, 4, 5), (1, 5, 1), (1, 5, 2), (1, 5, 3), (1, 5, 4), (1, 5, 5), (2, 1, 1), (2, 1, 2), (2, 1, 3), (2, 1, 4), (2, 1, 5), (2, 2, 1), (2, 2, 2), (2, 2, 3), (2, 2, 4), (2, 2, 5), (2, 3, 1), (2, 3, 2), (2, 3, 3), (2, 3, 4), (2, 3, 5), (2, 4, 1), (2, 4, 2), (2, 4, 3), (2, 4, 4), (2, 4, 5), (2, 5, 1), (2, 5, 2), (2, 5, 3), (2, 5, 4), (2, 5, 5), (3, 1, 1), (3, 1, 2), (3, 1, 3), (3, 1, 4), (3, 1, 5), (3, 2, 1), (3, 2, 2), (3, 2, 3), (3, 2, 4), (3, 2, 5), (3, 3, 1), (3, 3, 2), (3, 3, 3), (3, 3, 4), (3, 3, 5), (3, 4, 1), (3, 4, 2), (3, 4, 3), (3, 4, 4), (3, 4, 5), (3, 5, 1), (3, 5, 2), (3, 5, 3), (3, 5, 4), (3, 5, 5), (4, 1, 1), (4, 1, 2), (4, 1, 3), (4, 1, 4), (4, 1, 5), (4, 2, 1), (4, 2, 2), (4, 2, 3), (4, 2, 4), (4, 2, 5), (4, 3, 1), (4, 3, 2), (4, 3, 3), (4, 3, 4), (4, 3, 5), (4, 4, 1), (4, 4, 2), (4, 4, 3), (4, 4, 4), (4, 4, 5), (4, 5, 1), (4, 5, 2), (4, 5, 3), (4, 5, 4), (4, 5, 5), (5, 1, 1), (5, 1, 2), (5, 1, 3), (5, 1, 4), (5, 1, 5), (5, 2, 1), (5, 2, 2), (5, 2, 3), (5, 2, 4), (5, 2, 5), (5, 3, 1), (5, 3, 2), (5, 3, 3), (5, 3, 4), (5, 3, 5), (5, 4, 1), (5, 4, 2), (5, 4, 3), (5, 4, 4), (5, 4, 5), (5, 5, 1), (5, 5, 2), (5, 5, 3), (5, 5, 4), (5, 5, 5)] Traceback (most recent call last): File "main.py", line 61, in main(args) File "main.py", line 43, in main envs = make_vec_envs(args, './logs/runinfo', True) File "/home/liwj/gitcode/Online-3D-BPP-PCT/envs.py", line 104, in make_vec_envs sample_right_bound=args.sample_right_bound File "/home/liwj/.conda/envs/pytorch-wenjie/lib/python3.7/site-packages/gym/envs/registration.py", line 601, in make env = PassiveEnvChecker(env) File "/home/liwj/.conda/envs/pytorch-wenjie/lib/python3.7/site-packages/gym/wrappers/env_checker.py", line 24, in init ), "You must specify a action space. https://www.gymlibrary.ml/content/environment_creation/" AssertionError: You must specify a action space. https://www.gymlibrary.ml/content/environment_creation/

Jayleelwj commented 2 years ago

I run the command listed in README.md

python main.py
alexfrom0815 commented 2 years ago

I have not encountered this error when using gym, maybe we are using a different gym version, the version I am currently using is gym==0.13.0

Jayleelwj commented 2 years ago

Thanks for your reply! The issue has been addressed by downgrading the gym package to 0.13.0. Thx.