no code implementations • 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS) 2023 • Guoju Gao, He Huang, Jie Wu, Sijie Huang, Yang Du
In this paper, we propose a transaction-based multi-agent MAB framework, where agents can trade their bandit experience with each other to improve their total individual rewards.
1 code implementation • IEEE Conference on Computer Communications 2021 • Guoju Gao, He Huang, Mingjun Xiao, Jie Wu, Yu-E Sun, Sheng Zhang
The multi-armed bandit (MAB) model has been deeply studied to solve many online learning problems, such as rate allocation in communication networks, Ad recommendation in social networks, etc.
1 code implementation • IEEE INFOCOM 2020 - IEEE Conference on Computer Communications 2020 • Guoju Gao, Jie Wu, Mingjun Xiao, Guoliang Chen
In each round, every task may be covered by more than one recruited workers, but its completion quality only depends on these workers' maximum sensing quality.