ML Anthology

Sun, Xiaolin

6 publications

ICLR 2026 Robust Optimization for Mitigating Reward Hacking with Correlated Proxies Zixuan Liu, Xiaolin Sun, Zizhan Zheng
NeurIPS 2025 Diffusion Guided Adversarial State Perturbations in Reinforcement Learning Xiaolin Sun, Feidi Liu, Zhengming Ding, Zizhan Zheng
ICLR 2024 Belief-Enriched Pessimistic Q-Learning Against Adversarial State Perturbations Xiaolin Sun, Zizhan Zheng
UAI 2023 Pandering in a (flexible) Representative Democracy Xiaolin Sun, Jacob Masur, Ben Abramowitz, Nicholas Mattei, Zizhan Zheng
NeurIPSW 2023 Robust Q-Learning Against State Perturbations: A Belief-Enriched Pessimistic Approach Xiaolin Sun, Zizhan Zheng
NeurIPS 2022 Learning to Attack Federated Learning: A Model-Based Reinforcement Learning Attack Framework Henger Li, Xiaolin Sun, Zizhan Zheng