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Efficient Skill Discovery via Regret-Aware Optimization

cs.LG · 2025-06-26 · conditional · novelty 6.0

A regret-aware skill discovery algorithm, RSD, improves sample efficiency and zero-shot goal-reaching in high-dimensional continuous control by focusing exploration on unmastered skills.

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  • Efficient Skill Discovery via Regret-Aware Optimization cs.LG · 2025-06-26 · conditional · none · ref 7

    A regret-aware skill discovery algorithm, RSD, improves sample efficiency and zero-shot goal-reaching in high-dimensional continuous control by focusing exploration on unmastered skills.