Instructions to use pollen-robotics/microduck-training with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Microduck
How to use pollen-robotics/microduck-training with Microduck:
# Replace SLOT with the slot specified in the model card (walk, stand, sitstand, ground_pick, kick_left, kick_right, roulade). sudo robotctl policy load SLOT pollen-robotics/microduck-training
- Notebooks
- Google Colab
- Kaggle
pollen-robotics/microduck-training
Training checkpoints of pollen-robotics/microduck_rl policies (full rsl_rl .pt: weights, normalizers, optimizer, curriculum step counter), to resume or warm-start training from. The deployable ONNX policies live in their own repos; each bundle below records which ONNX it was exported to.
uv run train <task> --init-checkpoint hf://pollen-robotics/microduck-training/bundles/<experiment>/<run>_<iter>
| bundle | task | exported to | code |
|---|---|---|---|
ball_kick_left/6bamlid8_2500 |
Mjlab-BallKick-Flat-MicroDuck |
pollen-robotics/microduck-policies/ball_kick_left.onnx |
8c7665695 |
ball_kick_right/wy2x3p87_2000 |
Mjlab-BallKick-Flat-MicroDuck |
pollen-robotics/microduck-policies/ball_kick_right.onnx |
8c7665695 |
ground_pick/4ly1pcxj_2750 |
Mjlab-GroundPick-Flat-MicroDuck |
pollen-robotics/microduck-policies/alpha_ground_pick.onnx |
f93771b30 |
microduck_roulade/blrqbcit_750 |
Mjlab-Roulade-Flat-MicroDuck |
pollen-robotics/microduck-policies/roulade.onnx |
? |
microduck_sitstand/vfhxgrum_2250 |
Mjlab-SitStand-Flat-MicroDuck |
pollen-robotics/microduck-policies/alpha_sitstand.onnx |
77ffadf43 |
microduck_stand/69u48n8l_9750 |
Mjlab-StandUp-Flat-MicroDuck |
pollen-robotics/microduck-policies/alpha_stand.onnx |
85105f4b1 |
roller_crouch/92d20zda_500 |
Mjlab-RollerCrouch-Flat-MicroDuck |
pollen-robotics/microduck-policies/roller_crouch.onnx |
1ae24ae8f |
velocity2/441tzs6d_3750 |
Mjlab-Velocity2-Rough-Backlash-MicroDuck |
pollen-robotics/microduck-policies/alpha_walking.onnx |
2f1f76bc6 |
velstand/0045i2si_2749 |
Mjlab-VelStand-Rough-Backlash-MicroDuck |
pollen-robotics/microduck-policies/velstand.onnx |
375077676 |
Written by uv run share-training (see docs/training_checkpoints.md in the code repo).
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