Tao Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Multiple Scales

Function Approximators

Policy Gradient

Top Venues

IEEE Control. Syst. Lett.

IEICE Trans. Inf. Syst.

Publications

Youbang Sun, Tao Liu, P. R. Kumar, Shahin Shahrampour
Linear Convergence of Independent Natural Policy Gradient in Games With Entropy Regularization. IEEE Control. Syst. Lett. 8 (2024)
Youbang Sun, Tao Liu, Ruida Zhou, P. R. Kumar, Shahin Shahrampour
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games. CoRR (2023)
Ruida Zhou, Tao Liu, Min Cheng, Dileep Kalathil, P. R. Kumar, Chao Tian
Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation. NeurIPS (2023)
Ruida Zhou, Tao Liu, Min Cheng, Dileep Kalathil, P. R. Kumar, Chao Tian
Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation. CoRR (2023)
Youbang Sun, Tao Liu, Ruida Zhou, P. R. Kumar, Shahin Shahrampour
Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games. NeurIPS (2023)
Ruida Zhou, Tao Liu, Dileep M. Kalathil, P. R. Kumar, Chao Tian
Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning. CoRR (2022)
Tao Liu, P. R. Kumar, Ruida Zhou, Xi Liu
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales. NeurIPS (2022)
Ruida Zhou, Tao Liu, Dileep Kalathil, P. R. Kumar, Chao Tian
Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning. NeurIPS (2022)
Tao Liu, Ruida Zhou, Dileep Kalathil, Panganamala R. Kumar, Chao Tian
Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs. NeurIPS (2021)
Tao Liu, P. R. Kumar, Xi Liu
Learning from Small Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales. CoRR (2021)
Tao Liu, Ruida Zhou, Dileep Kalathil, P. R. Kumar, Chao Tian
Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs. CoRR (2021)
Tao Liu, Ruida Zhou, Dileep Kalathil, P. R. Kumar, Chao Tian
Fast Global Convergence of Policy Optimization for Constrained MDPs. CoRR (2021)
Tao Liu, Huaxi Gu, Yue Wang, Wei Zou
An Optimized Low-Power Optical Memory Access Network for Kilocore Systems. IEICE Trans. Inf. Syst. (5) (2019)