A Distributed Reinforcement Learning based Intelligent Routing and Beamforming Design for Robot-assisted Mobile Ad-hoc Network under Uncertain and Complex …

M Feng - 2020 - search.proquest.com
The goal of this research is to advance the intelligence and practicality of robot-assisted
Mobile Ad-Hoc Network (MANET) by integrating reinforcement learning into network …

Multi-robot enhanced MANET intelligent routing at uncertain and vulnerable tactical edge

M Feng, L Qian, H Xu - MILCOM 2018-2018 IEEE Military …, 2018 - ieeexplore.ieee.org
This paper investigates the problem of intelligent resilient routing in a multi-autonomous
robot enhanced network at uncertain and vulnerable tactical edge. To further increase the …

Multi-Autonomous Robot Enhanced Ad-Hoc Network under Uncertain and Vulnerable Environment

M Feng, L Qian, H Xu - IEICE Transactions on Communications, 2019 - search.ieice.org
This paper studies the problem of real-time routing in a multi-autonomous robot enhanced
network at uncertain and vulnerable tactical edge. Recent network protocols, such as …

Multi-autonomous robot enhanced mobile ad-hoc network under uncertain and vulnerable environment (Conference Presentation)

M Feng, H Xu - Virtual, Augmented, and Mixed Reality (XR) …, 2020 - spiedigitallibrary.org
This paper studies the problem of real-time routing in a multi-autonomous robot enhanced
network at the uncertain and vulnerable tactical edge. In practical harsh environment such …

Multi-robot enhanced MANET routing with situation aware online reinforcement learning

M Feng, H Xu - 2018 IEEE Symposium Series on …, 2018 - ieeexplore.ieee.org
This paper studies the problem of real-time routing in a multi-autonomous robot enhanced
network under uncertain and complex environment. Emerging network protocols, such as …

Multi-robot enhanced intelligent multi-user millimeter-wave mimo systems under uncertain environment

M Feng, H Xu - 2019 International Conference on Computing …, 2019 - ieeexplore.ieee.org
This paper investigates how to maximize the practical communication quality of multi-user
millimeter-wave (mmWave) MIMO systems with uncertain environment through effectively …

A Non-central Multi-Agent Routing Protocol of Self-organized Wireless Network for Missile Swarm Communication

X Lu, C Wang, J Huo, W Wang - 2022 IEEE 11th Data Driven …, 2022 - ieeexplore.ieee.org
As the fast mobility of position and uncertainty of quantity in the missiles swarm, the flooding
routing protocol which is widely used in the communication of self-organized wireless …

Peculiar Effectual Approach: Q-Routing in Opportunistic Network

R Dalal, M Khari - Proceedings of International Conference on Industrial …, 2022 - Springer
Extraordinary class of mobile ad-hoc network and delay tolerant network (DTN) is known as
opportunistic network, which includes diverse range of applications in today's scenario. This …

An adaptive intelligent routing algorithm based on deep reinforcement learning

J Bai, J Sun, Z Wang, X Zhao, A Wen, C Zhang… - Computer …, 2024 - Elsevier
A mobile ad hoc network (MANET) is a self-organizing network composed of multiple mobile
nodes. These nodes achieve distributed communication and wireless resource sharing …

A Multi-agent Reinforcement Learning Routing Protocol in Mobile Robot Network

M Sun, X Wang, X Liu, S Wu, X Zhou… - 2021 4th International …, 2021 - ieeexplore.ieee.org
Robots are now essential in unreachable, repeated, and dangerous real-world applications
where they take place of human beings. One of the important capabilities of a multi-robot …