Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward
- Hairi FNU
- Jia Liu
- et al.
- 2022
- ICLR 2022
Publications
75 results for Songtao Lu
Understanding latent correlation-based multiview learning and self-supervision: An identifiability perspective
- Qi Lyu
- Xiao Fu
- et al.
- 2022
- ICLR 2022
Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning
- Xin Zhang
- Zhuqing Liu
- et al.
- 2021
- NeurIPS 2021
Nonconvex Min-Max Bilevel Optimization for Task Robust Meta Learning
- Alex Gu
- Songtao Lu
- et al.
- 2021
- ICML 2021
Federated acoustic modeling for automatic speech recognition
- Xiaodong Cui
- Songtao Lu
- et al.
- 2021
- ICASSP 2021
Training logical neural networks by primal-dual methods for neuro-symbolic reasoning
- Songtao Lu
- Naweed Khan
- et al.
- 2021
- ICASSP 2021
On the convergence of randomized Bregman coordinate descent for non-Lipschitz composite problems
- Tianxiang Gao
- Songtao Lu
- et al.
- 2021
- ICASSP 2021
Achieving Channel Capacity of Visible Light Communication
- Shuai Ma
- Ruixin Yang
- et al.
- 2021
- IEEE Systems Journal
Adversarial Data Augmentation Improves Unsupervised Machine Learning
- Chia-Yi Hsu
- Pin-Yu Chen
- et al.
- 2021
- ICLR 2021
Rate-improved Inexact Augmented Lagrangian Method for Constrained Nonconvex Optimization
- Zichong Li
- Pin-Yu Chen
- et al.
- 2021
- AISTATS 2021