We developed and showcased below three state-of-the-art policies for small-scale RC cars: controlled drifting, elevation traversal, and visual navigation, each trained in simulation and deployed in the real world.
Drift Policy
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Drift PolicyBaselineDeployment on surface with much lower friction
Training in Isaac Lab Simulation
RGB Policy
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Policy with moving barricadePolicy without moving barricadeBaseline
Training in Isaac Lab Simulation
Elevation Policy
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Policy with wide rampPolicy with narrow rampPolicy with double narrow rampBaseline