2 papers
cs.LG2022
Distributed Bandits with Heterogeneous Agents
Lin Yang, Yu-zhen Janice Chen, Mohammad Hajiesmaili +2
This paper tackles a multi-agent bandit setting where agents cooperate together to solve the same instance of a -armed stochastic bandit problem. The agents are \textit{hete…
math.OC2018
Learning Based Control Policy and Regret Analysis for Online Quadratic Optimization with Asymmetric Information Structure
Cheng Tan, Wing Shing Wong
In this paper, we propose a learning approach to analyze dynamic systems with asymmetric information structure. Instead of adopting a game theoretic setting, we investigate an onli…