Downloads · 30 days
3
11% of all-time downloads
mcuu-table-2-5fa10aga
ahalev/mcuu-table-2-5fa10aga
mcuu-table-2-5fa10aga is a machine learning model from ahalev. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for torch. The card lists the license as mit.
This model corresponds to run(s) in Table 2, specifically that with the hyperparameters:
All-time downloads
27
Public
Repo size
7.5 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pkl7.5 MB · 100%
At a glance
- Library
- torch
- License
- mit
- Access
- Public
- Created
- Jun 19, 2024
- Updated
- Jun 19, 2024
- SHA
- 1e70a437
Model card
From the Hugging Face model README
Model Card for ahalev/mcuu-table-2-5fa10aga
This model corresponds to run(s) in Table 2, specifically that with the hyperparameters:
1) {'scenario': 1, 'forecast_horizon': 6, 'intrinsic_reward_weight': 0.0001, 'bound_reward_weight': 'cosine', 'noise_std': 0.01}
Usage
from trainer import Trainer
trainer = Trainer.from_pretrained('ahalev/mcuu-table-2-5fa10aga')
algo, env = trainer.algo, trainer.env
# Get an action from a random observation
action, _ = algo.policy.get_action(env.observation_space.sample())
# Evaluate the policy over 2920 timesteps
evaluation = trainer.evaluate()
For more information, see the repo and the paper.
This model was created by @ahalev.
- Library
- torch
- License
- mit
- Languages
- en
- Created
- Jun 19, 2024
- Updated
- Jun 19, 2024