Shen, Xun

4 publications

NeurIPS 2025 Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies Runze Yan, Xun Shen, Akifumi Wachi, Sebastien Gros, Anni Zhao, Xiao Hu

IJCAI 2024 A Survey of Constraint Formulations in Safe Reinforcement Learning Akifumi Wachi, Xun Shen, Yanan Sui

NeurIPS 2024 Flipping-Based Policy for Chance-Constrained Markov Decision Processes Xun Shen, Shuo Jiang, Akifumi Wachi, Kazumune Hashimoto, Sebastien Gros

NeurIPS 2023 Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms Akifumi Wachi, Wataru Hashimoto, Xun Shen, Kazumune Hashimoto