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cs.CL 1

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2026 1

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GraSP: Graph-Structured Skill Compositions for LLM Agents

cs.CL · 2026-04-20 · unverdicted · novelty 7.0

GraSP introduces executable skill graphs that improve LLM agent rewards by up to 19 points and reduce steps by up to 41% over ReAct, Reflexion, ExpeL, and flat-skill baselines across ALFWorld, ScienceWorld, WebShop, and InterCode.

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  • GraSP: Graph-Structured Skill Compositions for LLM Agents cs.CL · 2026-04-20 · unverdicted · none · ref 9

    GraSP introduces executable skill graphs that improve LLM agent rewards by up to 19 points and reduce steps by up to 41% over ReAct, Reflexion, ExpeL, and flat-skill baselines across ALFWorld, ScienceWorld, WebShop, and InterCode.