ahalev commited on
Commit
4feec3d
1 Parent(s): 9f30f58

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +31 -0
README.md ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language: en
3
+ library_name: torch
4
+ license: mit
5
+ tags:
6
+ - table-2
7
+ ---
8
+
9
+ # Model Card for ahalev/mcuu-table-2-0f8ud8aq
10
+
11
+ This model corresponds to run(s) in Table 2, specifically that with the hyperparameters:
12
+
13
+ **1)** {'scenario': 1, 'forecast_horizon': 24, 'intrinsic_reward_weight': 0.0001, 'bound_reward_weight': 'cosine', 'noise_std': 0.01}
14
+
15
+ ## Usage
16
+ ```python
17
+ from trainer import Trainer
18
+ trainer = Trainer.from_pretrained('ahalev/mcuu-table-2-0f8ud8aq')
19
+ algo, env = trainer.algo, trainer.env
20
+
21
+ # Get an action from a random observation
22
+ action, _ = algo.policy.get_action(env.observation_space.sample())
23
+
24
+ # Evaluate the policy over 2920 timesteps
25
+ evaluation = trainer.evaluate()
26
+ ```
27
+
28
+ For more information, see the [repo](https://github.com/ahalev/Microgrid-Control-Under-Uncertainty)
29
+ and the [paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4866653).
30
+
31
+ This model was created by [@ahalev](https://hf.co/ahalev).