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cs.LG 1

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2026 1

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UNVERDICTED 1

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SEVerA: Verified Synthesis of Self-Evolving Agents

cs.LG · 2026-03-26 · unverdicted · novelty 8.0

SEVerA uses Formally Guarded Generative Models and a three-stage Search-Verification-Learning process to synthesize self-evolving agents that satisfy hard formal constraints while improving task performance.

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  • SEVerA: Verified Synthesis of Self-Evolving Agents cs.LG · 2026-03-26 · unverdicted · none · ref 25

    SEVerA uses Formally Guarded Generative Models and a three-stage Search-Verification-Learning process to synthesize self-evolving agents that satisfy hard formal constraints while improving task performance.