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DUET2 min read

DUET: Co-Evolving Solver and Grader Agents

Agentic workflows are increasingly used across domains such as technology, finance, and enterprise operations. As these agents become more widely deployed, continually improving them becomes increasingly important. This raises an immediate challenge: How should the agent evolve?

By Fengyu Gao, Sourav Pal, Austin Z. Henley, Arjun Radhakrishna, Gustavo SoaresarXiv cs.LG

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Originally published by arXiv cs.LG on Oct 6, 2026.

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