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2026 1

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CoRMA: Contrastive RMA for Contact-Rich Meta-Adaptation

cs.RO · 2026-05-21 · unverdicted · novelty 7.0

CoRMA enables within-episode adaptation for contact-rich robotic assembly by inferring semantic contact context with a causal Transformer and force-regime contrastive objective, retaining higher real success than FORGE baselines under target-pose noise.

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  • CoRMA: Contrastive RMA for Contact-Rich Meta-Adaptation cs.RO · 2026-05-21 · unverdicted · none · ref 22

    CoRMA enables within-episode adaptation for contact-rich robotic assembly by inferring semantic contact context with a causal Transformer and force-regime contrastive objective, retaining higher real success than FORGE baselines under target-pose noise.