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Yuping Luo
Yuping Luo
Computer Science Department, Princeton University
Verified email at cs.princeton.edu
Title
Cited by
Cited by
Year
Implicit regularization in deep matrix factorization
S Arora, N Cohen, W Hu, Y Luo
Advances in Neural Information Processing Systems 32, 2019
2842019
Algorithmic framework for model-based deep reinforcement learning with theoretical guarantees
Y Luo, H Xu, Y Li, Y Tian, T Darrell, T Ma
arXiv preprint arXiv:1807.03858, 2018
1712018
Provably efficient Q-learning with function approximation via distribution shift error checking oracle
SS Du, Y Luo, R Wang, H Zhang
Advances in Neural Information Processing Systems 32, 2019
732019
Learning online alignments with continuous rewards policy gradient
Y Luo, CC Chiu, N Jaitly, I Sutskever
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
472017
Towards resolving the implicit bias of gradient descent for matrix factorization: Greedy low-rank learning
Z Li, Y Luo, K Lyu
arXiv preprint arXiv:2012.09839, 2020
432020
Provable representation learning for imitation learning via bi-level optimization
S Arora, S Du, S Kakade, Y Luo, N Saunshi
International Conference on Machine Learning, 367-376, 2020
272020
On the expressivity of neural networks for deep reinforcement learning
K Dong, Y Luo, T Yu, C Finn, T Ma
International Conference on Machine Learning, 2627-2637, 2020
132020
Learning self-correctable policies and value functions from demonstrations with negative sampling
Y Luo, H Xu, T Ma
arXiv preprint arXiv:1907.05634, 2019
122019
Safe reinforcement learning by imagining the near future
G Thomas, Y Luo, T Ma
Advances in Neural Information Processing Systems 34, 13859-13869, 2021
102021
Learning barrier certificates: Towards safe reinforcement learning with zero training-time violations
Y Luo, T Ma
Advances in Neural Information Processing Systems 34, 25621-25632, 2021
102021
An online sequence-to-sequence model for noisy speech recognition
CC Chiu, D Lawson, Y Luo, G Tucker, K Swersky, I Sutskever, N Jaitly
arXiv preprint arXiv:1706.06428, 2017
72017
Towards learning to play piano with dexterous hands and touch
H Xu, Y Luo, S Wang, T Darrell, R Calandra
arXiv preprint arXiv:2106.02040, 2021
52021
Bootstrapping the expressivity with model-based planning
K Dong, Y Luo, T Ma
22019
Recurrent neural networks for online sequence generation
CC Chiu, N Jaitly, I Sutskever, Y Luo
US Patent 10,281,885, 2019
22019
Recurrent neural networks for online sequence generation
CC Chiu, N Jaitly, I Sutskever, Y Luo
US Patent 10,656,605, 2020
12020
Towards Efficient and Effective Deep Model-based Reinforcement Learning
Y Luo
Princeton, NJ: Princeton University, 2022
2022
ProvablyEfficientQ-learningwithFunctionApproximation viaDistributionShiftErrorCheckingOracle
SS Du, Y Luo, R Wang, H Zhang
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Articles 1–17