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decision-transformer-HalfCheetah-v3
akanametov/decision-transformer-HalfCheetah-v3
decision-transformer-HalfCheetah-v3 is a reinforcement learning model from akanametov. 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
- Jan 9, 2023
- Updated
- Jan 10, 2023
- SHA
- 7349f0d4
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-HalfCheetah-v3
This model is a fine-tuned version of on the decision_transformer_gym_replay dataset.
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
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 4.25.1
- Pytorch 1.13.0+cu116
- Datasets 2.8.0
- Tokenizers 0.13.2
- Task
- Reinforcement Learning
- Library
- transformers
- Type
- decision_transformer
- Created
- Jan 9, 2023
- Updated
- Jan 10, 2023