ML Anthology

Liu, Guanlin

6 publications

NeurIPS 2025 Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback Wei Shen, Guanlin Liu, YuYue, Ruofei Zhu, Qingping Yang, Chao Xin, Lin Yan
TMLR 2024 Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty Guanlin Liu, Zhihan Zhou, Han Liu, Lifeng Lai
ICML 2024 Risk-Sensitive Reward-Free Reinforcement Learning with CVaR Xinyi Ni, Guanlin Liu, Lifeng Lai
TMLR 2023 Action Poisoning Attacks on Linear Contextual Bandits Guanlin Liu, Lifeng Lai
NeurIPS 2023 Efficient Adversarial Attacks on Online Multi-Agent Reinforcement Learning Guanlin Liu, Lifeng Lai
NeurIPS 2021 Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning Guanlin Liu, Lifeng Lai