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cs.LG 1

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2025 1

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CONDITIONAL 1

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Skill Expansion and Composition in Parameter Space

cs.LG · 2025-02-09 · conditional · novelty 6.0

PSEC shows that weighting and summing LoRA skill modules inside a diffusion policy network outperforms composing the same skills in action or noise space across D4RL, DSRL, DMC, and Meta-World tasks.

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  • Skill Expansion and Composition in Parameter Space cs.LG · 2025-02-09 · conditional · none · ref 3

    PSEC shows that weighting and summing LoRA skill modules inside a diffusion policy network outperforms composing the same skills in action or noise space across D4RL, DSRL, DMC, and Meta-World tasks.