1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.DC2022
Dynamic Coded Distributed Convolution for UAV-based Networked Airborne Computing
Bingnan Zhou, Junfei Xie, Baoqian Wang
A single unmanned aerial vehicle (UAV) has limited computing resources and battery capacity, making it difficult to handle computationally intensive tasks such as the convolution o…
cs.LG2021
Multi-Agent Reinforcement Learning Based Coded Computation for Mobile Ad Hoc Computing
Baoqian Wang, Junfei Xie, Kejie Lu +2
Mobile ad hoc computing (MAHC), which allows mobile devices to directly share their computing resources, is a promising solution to address the growing demands for computing resour…
cs.LG2021★ 1 cited
Coding for Distributed Multi-Agent Reinforcement Learning
Baoqian Wang, Junfei Xie, Nikolay Atanasov
This paper aims to mitigate straggler effects in synchronous distributed learning for multi-agent reinforcement learning (MARL) problems. Stragglers arise frequently in a distribut…