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decision-transformers-walker2d-expert
RamAnanth1/decision-transformers-walker2d-expert
decision-transformers-walker2d-expert is a reinforcement learning model from RamAnanth1. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Reinforcement Learning
- Library
- transformers
- Model type
- decision_transformer
- Access
- Public
- Created
- Sep 29, 2022
- Updated
- Sep 29, 2022
- SHA
- 2d289b1a
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
Decision Transformer model trained on expert trajectories sampled from the Gym Walker2d environment
This is a trained Decision Transformer model trained from scratch on expert trajectories sampled from the Gym Walker2d environment based on the modified version of the example training script provided by HuggingFace
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 64
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 120
Training results
Framework versions
- Transformers 4.22.2
- Pytorch 1.12.1+cu113
- Datasets 2.5.1
- Tokenizers 0.12.1
- Task
- Reinforcement Learning
- Library
- transformers
- Type
- decision_transformer
- Created
- Sep 29, 2022
- Updated
- Sep 29, 2022