PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation

Zhuqing Liu, Xin Zhang, Jia Liu, Zhengyuan Zhu, Songtao Lu
2/12/2026

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@article{liu2026pilot,
  title  = {PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation},
  author = {Zhuqing Liu and Xin Zhang and Jia Liu and Zhengyuan Zhu and Songtao Lu},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:b3f0f25439c6b47f3853e20fa000f5d854d2505e},
  journal = {ICLR 2024 2024}
}

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