Luo, Yuping

9 publications

NeurIPS 2021 Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-Time Violations Yuping Luo, Tengyu Ma

NeurIPS 2021 Safe Reinforcement Learning by Imagining the near Future Garrett Thomas, Yuping Luo, Tengyu Ma

ICLR 2021 Towards Resolving the Implicit Bias of Gradient Descent for Matrix Factorization: Greedy Low-Rank Learning Zhiyuan Li, Yuping Luo, Kaifeng Lyu

ICLR 2020 Learning Self-Correctable Policies and Value Functions from Demonstrations with Negative Sampling Yuping Luo, Huazhe Xu, Tengyu Ma

ICML 2020 On the Expressivity of Neural Networks for Deep Reinforcement Learning Kefan Dong, Yuping Luo, Tianhe Yu, Chelsea Finn, Tengyu Ma

ICML 2020 Provable Representation Learning for Imitation Learning via Bi-Level Optimization Sanjeev Arora, Simon Du, Sham Kakade, Yuping Luo, Nikunj Saunshi

ICLR 2019 Algorithmic Framework for Model-Based Deep Reinforcement Learning with Theoretical Guarantees Yuping Luo, Huazhe Xu, Yuanzhi Li, Yuandong Tian, Trevor Darrell, Tengyu Ma

NeurIPS 2019 Implicit Regularization in Deep Matrix Factorization Sanjeev Arora, Nadav Cohen, Wei Hu, Yuping Luo

NeurIPS 2019 Provably Efficient Q-Learning with Function Approximation via Distribution Shift Error Checking Oracle Simon S Du, Yuping Luo, Ruosong Wang, Hanrui Zhang