RLVR Makes Agents Win More, but Not Necessarily Reason Better

Wenhao Lu, Jae Hee Lee, Josua Spisak, Xufeng Zhao, Stefan Wermter

October 2026

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Type

Conference paper

Publication

NeurIPS 2026 Workshop IAEval

Accepted at NeurIPS 2026 Workshop IAEval.

Wenhao Lu¹, Jae Hee Lee¹, Josua Spisak¹, Xufeng Zhao, Stefan Wermter¹

¹ Universität Hamburg

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