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Metrics for Real-to-Sim Evaluation

MMRV aggregates the N^2 rank violations by averaging the worst-case rank violation for each policy.

Visual Matching to mitigate Real-to-Sim Visual Gap

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Visual discrepancies between real-world and simulated environments can comprise a distribution shift that adversely affects a learned policy’s behavior, rendering simulated evaluation unreliable. Our goal is to match the simulator