Scaling Test-Time Compute Without Verification or RL is Suboptimal

Amrith Setlur, Nived Rajaraman, Sergey Levine, Aviral Kumar. Scaling Test-Time Compute Without Verification or RL is Suboptimal. In Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025. OpenReview.net, 2025. [doi]

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