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cs.RO 1

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2025 1

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UNVERDICTED 1

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FLARE: Robot Learning with Implicit World Modeling

cs.RO · 2025-05-21 · unverdicted · novelty 6.0

FLARE integrates predictive latent world modeling into diffusion transformer policies for robots, delivering up to 26% gains on multitask manipulation benchmarks and enabling co-training with action-free human videos.

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  • FLARE: Robot Learning with Implicit World Modeling cs.RO · 2025-05-21 · unverdicted · none · ref 23

    FLARE integrates predictive latent world modeling into diffusion transformer policies for robots, delivering up to 26% gains on multitask manipulation benchmarks and enabling co-training with action-free human videos.