ML Anthology

Shi, Ming

3 publications

ICML 2025 Provably Efficient RL for Linear MDPs Under Instantaneous Safety Constraints in Non-Convex Feature Spaces Amirhossein Roknilamouki, Arnob Ghosh, Ming Shi, Fatemeh Nourzad, Eylem Ekici, Ness Shroff
ICML 2023 A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints Ming Shi, Yingbin Liang, Ness Shroff
ICLR 2023 Near-Optimal Adversarial Reinforcement Learning with Switching Costs Ming Shi, Yingbin Liang, Ness Shroff