Datasets:

rezabarati
/

gym-invmgmt-weights

Tasks:

Reinforcement Learning

ArXiv:

Tags:

inventory-management

supply-chain

reinforcement-learning

operations-research

gymnasium

License:

Dataset card Files Files and versions

xet

Community

gym-invmgmt-weights / data /models

125 MB

1 contributor

History: 1 commit

rezabarati

Upload gym-invmgmt trained agent weights

b42f6f5 verified 9 days ago

gnn-v3_base.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
7.4 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
gnn-v3_base_blind.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
7.4 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
gnn-v3_base_blind_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.ndarray",
- "numpy.core.multiarray._reconstruct",
- "gymnasium.spaces.box.Box",
- "numpy.dtype"
How to fix it?
6.96 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
gnn-v3_base_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.ndarray",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.core.multiarray._reconstruct"
How to fix it?
6.96 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
gnn-v3_serial.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
6.03 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
gnn-v3_serial_blind.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
6.03 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
gnn-v3_serial_blind_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.ndarray",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.core.multiarray._reconstruct"
How to fix it?
3.45 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
gnn-v3_serial_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.ndarray",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.core.multiarray._reconstruct"
How to fix it?
3.45 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
m5-ppo-mlp_base.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
1.65 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
m5-ppo-mlp_base_vecnorm.pkl
Detected Pickle imports (7)
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.dtype",
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.ndarray",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct"
How to fix it?
6.96 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
m5-ppo-mlp_hierarchy.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
1.24 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
m5-ppo-mlp_hierarchy_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.ndarray",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.core.multiarray._reconstruct"
How to fix it?
4.16 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
m5-ppo-mlp_serial.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
1.14 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
m5-ppo-mlp_serial_vecnorm.pkl
Detected Pickle imports (7)
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.dtype",
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.ndarray",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct"
How to fix it?
3.45 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_base.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
1.65 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_base_blind.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
350 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_base_blind_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct",
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.dtype"
How to fix it?
6.96 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_base_obsraw.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
258 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_base_obsraw_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.core.multiarray._reconstruct",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.core.multiarray.scalar"
How to fix it?
4.53 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_base_obsv1.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
289 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_base_obsv1_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.core.multiarray._reconstruct",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.core.multiarray.scalar"
How to fix it?
5.36 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_base_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.ndarray",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.core.multiarray._reconstruct"
How to fix it?
6.96 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_serial.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
1.14 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_serial_blind.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
216 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_serial_blind_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.ndarray",
- "numpy.core.multiarray._reconstruct",
- "gymnasium.spaces.box.Box",
- "numpy.dtype"
How to fix it?
3.45 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_serial_obsv1.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
179 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_serial_obsv1_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct",
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.dtype"
How to fix it?
2.47 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-mlp_serial_vecnorm.pkl
Detected Pickle imports (7)
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct",
- "numpy.core.multiarray.scalar",
- "numpy.ndarray"
How to fix it?
3.45 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-transformer_base.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
6.52 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-transformer_base_blind.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
6.52 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-transformer_base_blind_vecnorm.pkl
Detected Pickle imports (7)
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct",
- "numpy.core.multiarray.scalar",
- "numpy.ndarray"
How to fix it?
6.96 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-transformer_base_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.core.multiarray._reconstruct",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.core.multiarray.scalar"
How to fix it?
6.96 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-transformer_serial.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
5.74 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-transformer_serial_blind.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
5.74 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-transformer_serial_blind_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct",
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.dtype"
How to fix it?
3.45 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo-transformer_serial_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "numpy.dtype",
- "gymnasium.spaces.box.Box",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.core.multiarray._reconstruct",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.core.multiarray.scalar"
How to fix it?
3.45 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo_gnn_dagger_base_blind_best.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
2.5 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo_gnn_dagger_best.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
2.5 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo_gnn_dagger_serial_best.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
2.04 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo_gnn_dagger_serial_blind_best.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
2.04 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo_gnn_il_best.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
3.72 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
ppo_gnn_il_serial_best.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
3.03 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
residual_base.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
2.88 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
residual_base_blind.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
2.88 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
residual_base_blind_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct",
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.dtype"
How to fix it?
8.01 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
residual_base_vecnorm.pkl
Detected Pickle imports (7)
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "numpy.dtype",
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.ndarray",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct"
How to fix it?
8.01 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
residual_serial.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
1.3 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
residual_serial_blind.zip
Pickle imports
- No problematic imports detected
What is a pickle import?
1.3 MB
xet

Upload gym-invmgmt trained agent weights 9 days ago
residual_serial_blind_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct",
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.dtype"
How to fix it?
3.16 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago
residual_serial_vecnorm.pkl
Detected Pickle imports (7)
- "numpy.ndarray",
- "gymnasium.spaces.box.Box",
- "numpy.core.multiarray._reconstruct",
- "numpy.core.multiarray.scalar",
- "stable_baselines3.common.vec_env.vec_normalize.VecNormalize",
- "stable_baselines3.common.running_mean_std.RunningMeanStd",
- "numpy.dtype"
How to fix it?
3.16 kB
xet

Upload gym-invmgmt trained agent weights 9 days ago

Pickle imports

Pickle imports

Detected Pickle imports (7)

Detected Pickle imports (7)

Pickle imports

Pickle imports

Detected Pickle imports (7)

Detected Pickle imports (7)

Pickle imports

Detected Pickle imports (7)

Pickle imports

Detected Pickle imports (7)

Pickle imports

Detected Pickle imports (7)

Pickle imports

Pickle imports

Detected Pickle imports (7)

Pickle imports

Detected Pickle imports (7)

Pickle imports

Detected Pickle imports (7)

Detected Pickle imports (7)

Pickle imports

Pickle imports

Detected Pickle imports (7)

Pickle imports

Detected Pickle imports (7)

Detected Pickle imports (7)

Pickle imports

Pickle imports

Detected Pickle imports (7)

Detected Pickle imports (7)

Pickle imports

Pickle imports

Detected Pickle imports (7)

Detected Pickle imports (7)

Pickle imports

Pickle imports

Pickle imports

Pickle imports

Pickle imports

Pickle imports

Pickle imports

Pickle imports

Detected Pickle imports (7)

Detected Pickle imports (7)

Pickle imports

Pickle imports

Detected Pickle imports (7)

Detected Pickle imports (7)