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Torque Adaptation Module enables zero-shot robust manipulation across different robots without the need for extensive retraining or domain randomization.
No more performance cliffs: SMAC lets you smoothly fine-tune offline RL policies online by aligning policy gradients with Q-function gradients.
Simply propagating uncertainty from perception modules to motion planning can significantly improve the generalization capabilities of autonomous vehicles in complex, closed-loop scenarios.
