"trust region methods" Papers

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Learn Your Reference Model for Real Good Alignment

Alexey Gorbatovski, Boris Shaposhnikov, Alexey Malakhov et al.

ICLR 2025arXiv:2404.09656
50
citations

ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints

Akhil Agnihotri, Rahul Jain, Haipeng Luo

ICML 2024arXiv:2302.00808
2
citations

Safe Reinforcement Learning using Finite-Horizon Gradient-based Estimation

Juntao Dai, Yaodong Yang, Qian Zheng et al.

ICML 2024arXiv:2412.11138
3
citations

Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness

Chenghan Xie, Chenxi Li, Chuwen Zhang et al.

AAAI 2024paperarXiv:2310.17319
14
citations