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OPEN X-EMBODIMENT
Unified robot demonstration dataset for cross-embodiment learning
Apache-2.0
ABOUT
Robot learning is stuck on small, lab-specific demos that do not transfer across arms and scenes. Open X-Embodiment unifies open demonstration datasets into one RLDS format so researchers train RT-X and other cross-embodiment policies on many robots at once.
INTEGRATION GUIDE
1. Train a cross-embodiment imitation policy on the Open X-Embodiment mix
2. Visualize episodes from contributing lab datasets in the official Colab
3. Evaluate RT-1-X checkpoints on offline robot manipulation episodes
4. Convert heterogeneous robot demos into a shared RLDS training format
TAGS
pythonroboticsdatasetimitation-learningembodimentdeepmindtensorflow