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Tao Liu
Tao Liu
Meta AI; Texas A&M University
Verified email at meta.com
Title
Cited by
Cited by
Year
Learning policies with zero or bounded constraint violation for constrained mdps
T Liu*, R Zhou*, D Kalathil, P Kumar, C Tian
Advances in Neural Information Processing Systems 34, 17183-17193, 2021
802021
Policy Optimization for Constrained MDPs with Provable Fast Global Convergence
T Liu*, R Zhou*, D Kalathil, PR Kumar, C Tian
arXiv preprint arXiv:2111.00552, 2021
26*2021
Anchor-changing regularized natural policy gradient for multi-objective reinforcement learning
R Zhou*, T Liu*, D Kalathil, PR Kumar, C Tian
Advances in Neural Information Processing Systems 35, 13584-13596, 2022
132022
Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation
R Zhou*, T Liu*, M Cheng, D Kalathil, PR Kumar, C Tian
Advances in Neural Information Processing Systems 36, 2023
112023
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games
Y Sun*, T Liu*, R Zhou, PR Kumar, S Shahrampour
Advances in Neural Information Processing Systems 36, 2023
52023
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales
T Liu, PR Kumar, R Zhou, X Liu
Advances in Neural Information Processing Systems 35, 9151-9163, 2022
42022
An Optimized Low-Power Optical Memory Access Network for Kilocore Systems
T Liu, H Gu, Y Wang, W Zou
IEICE TRANSACTIONS on Information and Systems 102 (5), 1085-1088, 2019
22019
Learning a Constrained Optimizer: A Primal Method
T Liu, A Cherian
AAAI CPML Bridge Workshop, 2023
12023
Linear Convergence of Independent Natural Policy Gradient in Games with Entropy Regularization
Y Sun, T Liu, PR Kumar, S Shahrampour
IEEE Control Systems Letters, 2024
2024
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