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Shanghai Jiao Tong University
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Asymmetric physics allows quadrupedal robot swarms to learn complex navigation strategies efficiently, achieving coordination without communication or centralized control.
Visual RL agents can recover near-perfect performance even under severe, dynamically changing visual corruptions by learning to disentangle task-relevant foreground from perturbation artifacts.