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decision-transformer-gym-walker2d-expert
edbeeching/decision-transformer-gym-walker2d-expert
decision-transformer-gym-walker2d-expert 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 expert trajectories sampled from the Gym Walker2d environment.
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At a glance
- Task
- Reinforcement Learning
- Library
- transformers
- Model type
- decision_transformer
- Access
- Public
- Created
- Mar 16, 2022
- Updated
- Jun 29, 2022
- SHA
- 2658e071
Model card
From the Hugging Face model README
Decision Transformer model trained on expert trajectories sampled from the Gym Walker2d environment
This is a trained Decision Transformer model trained on expert trajectories sampled from the Gym Walker2d environment.
The following normlization coeficients are required to use this model:
mean = [ 1.2384834e+00, 1.9578537e-01, -1.0475016e-01, -1.8579608e-01, 2.3003316e-01, 2.2800924e-02, -3.7383768e-01, 3.3779100e-01, 3.9250960e+00, -4.7428459e-03, 2.5267061e-02, -3.9287535e-03, -1.7367510e-02, -4.8212224e-01, 3.5432147e-04, -3.7124525e-03, 2.6285544e-03]
std = [0.06664903, 0.16980624, 0.17309439, 0.21843709, 0.74599105, 0.02410989, 0.3729872, 0.6226182, 0.9708009, 0.72936815, 1.504065, 2.495893, 3.511518, 5.3656907, 0.79503316, 4.317483, 6.1784487] 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