Purely Agentic Black-Box Optimization for Biological Design

Jan 29, 2026·

Natalie Maus

,

Yimeng Zeng

,

Haydn Thomas Jones

Yining (Sam) Huang

,

Gaurav Ng Goel

,

Alden Rose

,

Kyurae Kim

,

Hyun-Su Lee

,

Marcelo Der Torossian Torres

,

Fangping Wan

,

Cesar de la Fuente-Nunez

,

Mark Yatskar

,

Osbert Bastani

,

Jacob R. Gardner

· 0 min read

Paper

Agentic AI Black-Box Optimization Biological Design

Authors

Natalie Maus

Authors

Yimeng Zeng

Authors

Haydn Thomas Jones

Authors

Yining (Sam) Huang (he/him)

CS PhD Student

Authors

Gaurav Ng Goel

Authors

Alden Rose

Authors

Kyurae Kim

Authors

Hyun-Su Lee

Authors

Marcelo Der Torossian Torres

Authors

Fangping Wan

Authors

Cesar de la Fuente-Nunez

Authors

Mark Yatskar

Authors

Osbert Bastani

Authors

Jacob R. Gardner

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