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 PolicyDeployment With No MocapBaselineDeployment with no mocap on surface with much lower friction
Training in Isaac Lab Simulation
RGB Policy
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Policy with moving barricadePolicy without moving barricadePolicy with no mocapBaseline
Training in Isaac Lab Simulation
Elevation Policy
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Policy with no blockPolicy with 1 blockPolicy with 2 blocksPolicy with no mocapBaseline Example #1Baseline Example #2