Downloads · 30 days
22
3% of all-time downloads
decision-transformer-gym-walker2d-medium-replay
edbeeching/decision-transformer-gym-walker2d-medium-replay
decision-transformer-gym-walker2d-medium-replay is a reinforcement learning model from edbeeching. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This is a trained Decision Transformer model trained on medium-replay trajectories sampled from the Gym Walker2d environment.
All-time downloads
863
Public
Repo size
19.8 MB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin6.6 MB · 87%
At a glance
- Task
- Reinforcement Learning
- Library
- transformers
- Model type
- decision_transformer
- Access
- Public
- Created
- Mar 16, 2022
- Updated
- Jun 29, 2022
- SHA
- 4cbf4a12
Model card
From the Hugging Face model README
Decision Transformer model trained on medium-replay trajectories sampled from the Gym Walker2d environment
This is a trained Decision Transformer model trained on medium-replay trajectories sampled from the Gym Walker2d environment.
The following normlization coeficients are required to use this model:
mean = [1.2093647, 0.13264023, -0.14371201, -0.20465161, 0.55776125, -0.03231537, -0.2784661, 0.19130707, 1.4701707, -0.12504704, 0.05649531, -0.09991033, -0.34034026, 0.03546293, -0.08934259, -0.2992438, -0.5984178 ]
std = [0.11929835, 0.3562574, 0.258522, 0.42075422, 0.5202291, 0.15685083, 0.3677098, 0.7161388, 1.3763766, 0.8632222, 2.6364644, 3.0134118, 3.720684, 4.867284, 2.6681626, 3.845187, 5.47683867] See our Blog Post, Colab notebook or Example Script for usage.
- Task
- Reinforcement Learning
- Library
- transformers
- Type
- decision_transformer
- Created
- Mar 16, 2022
- Updated
- Jun 29, 2022