@article{adaptivetesttimecomputeallocationforreas,
  title = {Adaptive Test-Time Compute Allocation for Reasoning LLMs via Constrained Policy Optimization},
  author = {Zhiyuan Zhai and Bingcong Li and Bingnan Xiao and Ming Li and Xin Wang},
  year = {2026},
  eprint = {2604.14853},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.14853},
}