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Publication of PushT Diffusion Policy model with demonstration videos - 2025-04-28

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  1. README.md +2 -20
  2. metadata.json +2 -3
README.md CHANGED
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- ---
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- license: apache-2.0
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- datasets:
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- - lerobot/pusht
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- pipeline_tag: robotics
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- tags:
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- - robotics
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- ---
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  # PushT Diffusion Policy - Robot Control Model
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@@ -17,7 +9,7 @@ This model uses a conditional diffusion architecture to predict robotic actions
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  ## Performance
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- The model achieves a success rate of 40.0% in the PushT environment with different initial configurations.
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  ## Demonstration Videos
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@@ -31,14 +23,4 @@ from lerobot.common.policies.diffusion.modeling_diffusion import DiffusionPolicy
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  policy = DiffusionPolicy.from_pretrained("RafaelJaime/pusht-diffusion")
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  ```
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- ## Citation
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-
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- ```bibtex
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- @article{chi2024diffusionpolicy,
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- author = {Cheng Chi and Zhenjia Xu and Siyuan Feng and Eric Cousineau and Yilun Du and Benjamin Burchfiel and Russ Tedrake and Shuran Song},
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- title = {Diffusion Policy: Visuomotor Policy Learning via Action Diffusion},
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- journal = {The International Journal of Robotics Research},
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- year = {2024},
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- }
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- ```
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- Published on 2025-04-28
 
 
 
 
 
 
 
 
 
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  # PushT Diffusion Policy - Robot Control Model
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  ## Performance
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+ The model achieves a success rate of 100.0% in the PushT environment with different initial configurations.
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  ## Demonstration Videos
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  policy = DiffusionPolicy.from_pretrained("RafaelJaime/pusht-diffusion")
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  ```
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+ Published on 2025-04-28
 
 
 
 
 
 
 
 
 
 
metadata.json CHANGED
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  "library_name": "lerobot",
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  "task_type": "robot-control",
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  "environment": "PushT",
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- "timestamp": "2025-04-28T04:50:36.767363",
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  "videos": [
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  "video_2_experiment_summary.mp4",
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  "video_1_pusht_episode.mp4",
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- "pusht_episode.mp4",
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- "experiment_summary.mp4"
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  ],
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  "device": "cuda"
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  }
 
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  "library_name": "lerobot",
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  "task_type": "robot-control",
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  "environment": "PushT",
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+ "timestamp": "2025-04-28T19:15:51.796515",
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  "videos": [
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  "video_2_experiment_summary.mp4",
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  "video_1_pusht_episode.mp4",
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+ "pusht_episode.mp4"
 
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  ],
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  "device": "cuda"
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  }