Iterative Deepening Sampling as Efficient Test-Time Scaling

Weizhe Chen, Sven Koenig, Bistra Dilkina

Recent reasoning models, such as OpenAI's O1 series, have demonstrated exceptional performance on complex reasoning tasks and revealed new test-time scaling laws. Inspired by this,…