Learning structured communication for multi-agent reinforcement learning

J Sheng, X Wang, B Jin, J Yan, W Li, TH Chang… - Autonomous Agents and …, 2022 - Springer
This work explores the large-scale multi-agent communication mechanism for multi-agent
reinforcement learning (MARL). We summarize the general topology categories for …

ACO-inspired information-centric networking routing mechanism

J Lv, X Wang, K Ren, M Huang, K Li - Computer Networks, 2017 - Elsevier
In recent years, the bio-inspired solution has been employed to address routing optimization
issue intelligently without manual intervention. In this paper, we propose a novel Ant Colony …

Enabling adaptive routing service customization via the integration of SDN and NFV

C Bu, X Wang, H Cheng, M Huang, K Li… - Journal of Network and …, 2017 - Elsevier
The Internet needs to provide the diversified functions and services beyond simple packet
forwarding for different network applications. It calls for supporting different communication …

Predictive communication quality control in haptic teleoperation with time delay and packet loss

M Rank, Z Shi, HJ Müller… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Teleoperation in extreme environments may suffer from communication delay and packet
loss during the transmission of command signals and sensory feedback. This study …

Design and evaluation of schemes for provisioning service function chain with function scalability

B Yi, X Wang, M Huang - Journal of Network and Computer Applications, 2017 - Elsevier
Abstract Network Function Virtualization (NFV) and Software-Defined Networking (SDN) are
two promising paradigms supporting flexible Service Function Chain (SFC) construction. In …

ACO-inspired ICN routing mechanism with mobility support

J Lv, X Wang, M Huang - Applied Soft Computing, 2017 - Elsevier
Abstract Nowadays, Information-Centric Networking (ICN) has been accepted as a
promising paradigm in which users retrieve named content with information-centric …

A green intelligent routing algorithm supporting flexible QoS for many-to-many multicast

X Wang, J Zhang, M Huang, S Yang - Computer Networks, 2017 - Elsevier
The tremendous energy consumption attributed to the Information and Communication
Technology (ICT) field has become a persistent concern during the last few years, attracting …

A congestion-aware decision-driven architecture for information-centric Internet-of-Things applications

RR Darwish - International Journal of Computers and Applications, 2022 - Taylor & Francis
This paper introduces a decision-driven architecture for the information-centric Internet-of-
Things (IoT) scenarios. The hallmark of this work is the conjugate of the awareness about …

Optimization and application of artificial intelligence routing algorithm

Q Meng, J Zhang - Cluster Computing, 2019 - Springer
In order to optimize the artificial intelligence routing algorithm, combined with the calculation
of the direction of the vector space model, three strategies are proposed to optimize the A …

PSO algorithm for the fourth party logistics network design considering multi-customer behavior under stochastic demand

D Yue, M Huang, M Yin - 2017 29th Chinese Control And …, 2017 - ieeexplore.ieee.org
The design of the fourth party logistics network with stochastic demand and multi-customer
behavior using the value function of prospect to despite the customer psychological …