Taming communication and sample complexities in decentralized policy evaluation for cooperative multi-agent reinforcement learning X Zhang, Z Liu, J Liu, Z Zhu, S Lu
Advances in Neural Information Processing Systems 34, 18825-18838, 2021
31 2021 Energy-aware material selection for product with multicomponent under cloud environment L Bi, Y Zuo, F Tao, TW Liao, Z Liu
Journal of Computing and Information Science in Engineering 17 (3), 031007, 2017
18 2017 Net-fleet: Achieving linear convergence speedup for fully decentralized federated learning with heterogeneous data X Zhang, M Fang, Z Liu, H Yang, J Liu, Z Zhu
Proceedings of the Twenty-Third International Symposium on Theory …, 2022
16 2022 Federated multi-objective learning H Yang, Z Liu, J Liu, C Dong, M Momma
Advances in Neural Information Processing Systems 2023, 2023
15 2023 Interact: Achieving low sample and communication complexities in decentralized bilevel learning over networks Z Liu, X Zhang, P Khanduri, S Lu, J Liu
Proceedings of the Twenty-Third International Symposium on Theory …, 2022
15 2022 SAGDA: Achieving Communication Complexity in Federated Min-Max Learning H Yang, Z Liu, X Zhang, J Liu
Advances in Neural Information Processing Systems 35, 7142-7154, 2022
14 2022 PRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities Z Liu, X Zhang, S Lu, J Liu
In Proceedings of the Twenty-fourth International Symposium on Theory …, 2023
9 2023 Prometheus: taming sample and communication complexities in constrained decentralized stochastic bilevel learning Z Liu, X Zhang, P Khanduri, S Lu, J Liu
International Conference on Machine Learning, 22420-22453, 2023
6 2023 Pendulum-like oscillation controller for UAV based on Lévy-flight pigeon-inspired optimization and LQR Z Liu, H Duan, Y Yang, X Hu
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-6, 2016
6 2016 DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization P Qiu, Y Li, Z Liu, P Khanduri, J Liu, NB Shroff, ES Bentley, K Turck
IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023
5 2023 Synthesis: A semi-asynchronous path-integrated stochastic gradient method for distributed learning in computing clusters Z Liu, X Zhang, J Liu
Proceedings of the Twenty-Third International Symposium on Theory …, 2022
2 2022 PILOT: An -Convergent Approach for Policy Evaluation with Nonlinear Function Approximation Z Liu, X Zhang, J Liu, Z Zhu, S Lu
The Twelfth International Conference on Learning Representations, 2024
2024 Prometheus: Endowing Low Sample and Communication Complexities to Constrained Decentralized Stochastic Bilevel Learning Z Liu, X Zhang, P Khanduri, S Lu, J Liu