2025 "policy evaluation" Papers
6 papers found
Conformal Prediction Beyond the Horizon: Distribution-Free Inference for Policy Evaluation
Feichen Gan, Lu Youcun, Yingying Zhang et al.
NeurIPS 2025oralarXiv:2510.26026
Estimation and Inference in Distributional Reinforcement Learning
Liangyu Zhang, Yang Peng, Jiadong Liang et al.
NeurIPS 2025posterarXiv:2309.17262
4
citations
IRASim: A Fine-Grained World Model for Robot Manipulation
Fangqi Zhu, Hongtao Wu, Song Guo et al.
ICCV 2025posterarXiv:2406.14540
21
citations
Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol
Pai Liu, Lingfeng Zhao, Shivangi Agarwal et al.
NeurIPS 2025posterarXiv:2502.08021
4
citations
Time After Time: Deep-Q Effect Estimation for Interventions on When and What to do
Yoav Wald, Mark Goldstein, Yonathan Efroni et al.
ICLR 2025posterarXiv:2503.15890
Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning
Jiuqi Wang, Ethan Blaser, Hadi Daneshmand et al.
ICLR 2025oralarXiv:2405.13861
14
citations