SkillRL: Don't Give Agents Memories, Give Them Skills copertina

SkillRL: Don't Give Agents Memories, Give Them Skills

SkillRL: Don't Give Agents Memories, Give Them Skills

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SkillRL from UNC Chapel Hill achieves 89.9% on ALFWorld with a 7B model — beating GPT-4o by 41.9 points. The secret: distilling raw experience into compact, reusable skills instead of storing verbose trajectory memories.
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