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README.md
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---
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license: cc-by-4.0
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viewer: false
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---
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# Model Checkpoints for ManiSkill-HAB
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RL (SAC, PPO) and IL (BC) baselines for ManiSkill-HAB. Each checkpoint includes a torch checkpoint `policy.pt` (model, optimizer/scheduler state, other trainable parameters) and a train config `config.yml` with hyperparemeters and env kwargs.
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RL Pick/Place policies are trained using SAC due to improved performance, while Open/Close is trained with PPO for wall-time efficiency (see Appendix A.4.3). All-object RL policies are under `all/` directories, while per-object policies are under directories labeled by the object name. IL policies do not have per-object Pick/Place variants.
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To download these policies, run the following:
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```
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huggingface-cli download arth-shukla/mshab_checkpoints --local-dir mshab_checkpoints
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```
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