Diverse Skill Routing via Determinantal Point Processes
September 4, 2026
Diverse Skill Routing (DSR) improves LLM agent performance by using a Determinantal Point Process to select non-redundant skills from large registries. This method penalizes functional overlap in skill sets, improving recall and coverage on the SkillRouter benchmark compared to standard pointwise reranking.
HOW THIS AFFECTS YOU
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builderYou can optimize your agent's context window by routing to complementary rather than redundant tools.
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researcherThis introduces a diversity-aware kernel to solve the problem of skill redundancy in agentic workflows.