Spotlight "offline reinforcement learning" Papers
5 papers found
Conference
Adaptive Neighborhood-Constrained Q Learning for Offline Reinforcement Learning
Yixiu Mao, Yun Qu, Qi Wang et al.
NEURIPS 2025spotlightarXiv:2511.02567
A Principled Path to Fitted Distributional Evaluation
Sungee Hong, Jiayi Wang, Zhengling Qi et al.
NEURIPS 2025spotlightarXiv:2506.20048
Forecasting in Offline Reinforcement Learning for Non-stationary Environments
Suzan Ece Ada, Georg Martius, Emre Ugur et al.
NEURIPS 2025spotlightarXiv:2512.01987
Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning
Dake Zhang, Boxiang Lyu, Shuang Qiu et al.
ICML 2024spotlightarXiv:2407.07631
1
citations
Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination
Zhiyao Luo, Yangchen Pan, Peter Watkinson et al.
ICML 2024spotlight