SriramSohan commited on
Commit
9a633db
·
verified ·
1 Parent(s): 7ea4170

Upload folder using huggingface_hub

Browse files
Files changed (3) hide show
  1. README.md +28 -9
  2. hyperparameters.json +1 -0
  3. results.json +1 -1
README.md CHANGED
@@ -1,10 +1,29 @@
 
 
 
 
 
 
 
 
 
1
 
2
- # Decision Transformer for Hopper-v5
3
-
4
- This is a trained Decision Transformer model for the Hopper-v5 environment.
5
-
6
- ## Model Details
7
- - Environment: Hopper-v5
8
- - Model: Decision Transformer
9
- - Training framework: PyTorch
10
-
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - Hopper-v5
4
+ - reinforcement-learning
5
+ - decision-transformer
6
+ - deep-reinforcement-learning
7
+ - custom-implementation
8
+ library_name: transformers
9
+ ---
10
 
11
+ # Decision Transformer for Hopper-v5
12
+
13
+ This is a trained Decision Transformer model for the Hopper-v5 environment.
14
+
15
+ ## Model Details
16
+ - Environment: Hopper-v5
17
+ - Model: Decision Transformer
18
+ - Training framework: PyTorch
19
+
20
+ ## Hyperparameters
21
+ {
22
+ "max_ep_len": 1000,
23
+ "state_dim": 11,
24
+ "act_dim": 3,
25
+ "target_return": 3.6
26
+ }
27
+
28
+ ## Video Preview
29
+ The model demonstrates the hopping behavior learned through Decision Transformer training.
hyperparameters.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"env_id": "Hopper-v5", "max_ep_len": 1000, "state_dim": 11, "act_dim": 3, "target_return": 3.6, "state_mean": [1.3490015, -0.11208222, -0.5506444, -0.13188992, -0.00378754, 2.6071432, 0.02322114, -0.01626922, -0.06840388, -0.05183131, 0.04272673], "state_std": [0.15980862, 0.0446214, 0.14307782, 0.17629202, 0.5912333, 0.5899924, 1.5405099, 0.8152689, 2.0173461, 2.4107876, 5.8440027]}
results.json CHANGED
@@ -1 +1 @@
1
- {"env_id": "Hopper-v5", "eval_datetime": "2025-01-20T19:19:20.081360"}
 
1
+ {"env_id": "Hopper-v5", "eval_datetime": "2025-01-20T19:47:24.817410"}