RLVER agents improve emotional responsiveness under adversarial user behaviors but exhibit no measurable gains in tracking emotional states compared to untuned base models.
Tim Dettmers, Artidoro Pagnoni, Ari Fansi, and Luke Zettlemoyer
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2026 1verdicts
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Can You Break RLVER? Probing Adversarial Robustness of RL-Trained Empathetic Agents
RLVER agents improve emotional responsiveness under adversarial user behaviors but exhibit no measurable gains in tracking emotional states compared to untuned base models.