Search Results for author: Junfei Xie

Found 4 papers, 2 papers with code

DARL1N: Distributed multi-Agent Reinforcement Learning with One-hop Neighbors

1 code implementation18 Feb 2022 Baoqian Wang, Junfei Xie, Nikolay Atanasov

In this paper, we address this limitation by introducing a scalable MARL method called Distributed multi-Agent Reinforcement Learning with One-hop Neighbors (DARL1N).

Multi-agent Reinforcement Learning reinforcement-learning +1

Multi-Agent Reinforcement Learning Based Coded Computation for Mobile Ad Hoc Computing

no code implementations15 Apr 2021 Baoqian Wang, Junfei Xie, Kejie Lu, Yan Wan, Shengli Fu

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 resources required by mobile devices.

Distributed Computing Multi-agent Reinforcement Learning +2

Coding for Distributed Multi-Agent Reinforcement Learning

no code implementations7 Jan 2021 Baoqian Wang, Junfei Xie, Nikolay Atanasov

This paper aims to mitigate straggler effects in synchronous distributed learning for multi-agent reinforcement learning (MARL) problems.

Multi-agent Reinforcement Learning reinforcement-learning +1

On Batch-Processing Based Coded Computing for Heterogeneous Distributed Computing Systems

1 code implementation29 Dec 2019 Baoqian Wang, Junfei Xie, Kejie Lu, Yan Wan, Shengli Fu

In recent years, coded distributed computing (CDC) has attracted significant attention, because it can efficiently facilitate many delay-sensitive computation tasks against unexpected latencies in distributed computing systems.

Distributed, Parallel, and Cluster Computing

Cannot find the paper you are looking for? You can Submit a new open access paper.