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Sudipta Paul, Pengrui Quan, Aounon Kumar, Nicholas Tzou, Vivek Kulkarni, Srinivas Chappidi

Public reference bibliography and cataloged PDF materials authored or published by Sudipta Paul, Pengrui Quan, Aounon Kumar, Nicholas Tzou, Vivek Kulkarni, Srinivas Chappidi.

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HGM-Dual: Lineage-Aware Guided Agent Harness Optimization for Long-Horizon Planning

Year: 2026 • Source: arxiv.org • Listed PDF

Harness optimization, which improves an agent's prompts, tools, and workflows, is an increasingly effective way to enhance agents built on frozen or closed-source LLMs. Leading approaches such as the Darwin--Godel Machin...