18 citations · 57 across the 16 of their papers we have counts for
5 papers · 1 filter
No-regret distributed learning in subnetwork zero-sum games
Shijie Huang, Jinlong Lei, Yiguang Hong +2
In this paper, we consider a distributed learning problem in a subnetwork zero-sum game, where agents are competing in different subnetworks. These agents are connected through tim…
Distributed Variable Sample-size Stochastic Optimization with Fixed Step-sizes
Jinlong Lei, Peng Yi, Jie Chen +1
The paper considers distributed stochastic optimization over randomly switching networks, where agents collaboratively minimize the average of all agents' local expectation-valued…
Composition and Application of Current Advanced Driving Assistance System: A Review
Xinran Li, Kuo-Yi Lin, Min Meng +4
Due to the growing awareness of driving safety and the development of sophisticated technologies, advanced driving assistance system (ADAS) has been equipped in more and more vehic…
Decentralized Online Learning for Noncooperative Games in Dynamic Environments
Min Meng, Xiuxian Li, Yiguang Hong +2
Decentralized online learning for seeking generalized Nash equilibrium (GNE) of noncooperative games in dynamic environments is studied in this paper. Each player aims at selfishly…
Distributed Optimization with Projection-free Dynamics
Guanpu Chen, Peng Yi, Yiguang Hong +1
We consider continuous-time dynamics for distributed optimization with set constraints in the paper. To handle the computational complexity of projection-based dynamics due to solv…