Tao Liu

According to our database, Tao Liu authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Linear Convergence of Independent Natural Policy Gradient in Games With Entropy Regularization.

Youbang Sun, Tao Liu, P. R. Kumar, Shahin Shahrampour

IEEE Control. Syst. Lett., 2024

2023

Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation.

Ruida Zhou, Tao Liu, Min Cheng, Dileep Kalathil, P. R. Kumar, Chao Tian

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games.

Youbang Sun, Tao Liu, Ruida Zhou, P. R. Kumar, Shahin Shahrampour

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning.

Ruida Zhou, Tao Liu, Dileep Kalathil, P. R. Kumar, Chao Tian

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales.

Tao Liu, P. R. Kumar, Ruida Zhou, Xi Liu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Fast Global Convergence of Policy Optimization for Constrained MDPs.

Tao Liu, Ruida Zhou, Dileep Kalathil, P. R. Kumar, Chao Tian

CoRR, 2021

Learning from Small Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales.

Tao Liu, P. R. Kumar, Xi Liu

CoRR, 2021

Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs.

Tao Liu, Ruida Zhou, Dileep Kalathil, Panganamala R. Kumar, Chao Tian

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

An Optimized Low-Power Optical Memory Access Network for Kilocore Systems.

Tao Liu, Huaxi Gu, Yue Wang, Wei Zou

IEICE Trans. Inf. Syst., 2019