142 citations · 487 across the 83 of their papers we have counts for
6 papers · 1 filter
Resource Awareness in Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems
Xianfu Chen, Tao Chen, Zhifeng Zhao +3
This paper investigates an unmanned aerial vehicle (UAV)-assisted mobile-edge computing (MEC) system, in which the UAV provides complementary computation resource to the terrestria…
Stigmergic Independent Reinforcement Learning for Multi-Agent Collaboration
Xing Xu, Rongpeng Li, Zhifeng Zhao +1
With the rapid evolution of wireless mobile devices, there emerges an increased need to design effective collaboration mechanisms between intelligent agents, so as to gradually app…
Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing
Xianfu Chen, Zhifeng Zhao, Celimuge Wu +3
Network slicing is a proposing technology to support diverse services from mobile users (MUs) over a common physical network infrastructure. In this paper, we consider radio access…
Deep Reinforcement Learning with Discrete Normalized Advantage Functions for Resource Management in Network Slicing
Chen Qi, Yuxiu Hua, Rongpeng Li +2
Network slicing promises to provision diversified services with distinct requirements in one infrastructure. Deep reinforcement learning (e.g., deep -learning, DQL) is…
Internet of Intelligence: The Collective Advantage for Advancing Communications and Intelligence
Rongpeng Li, Zhifeng Zhao, Xing Xu +2
The fifth-generation cellular networks (5G) has boosted the unprecedented convergence between the information world and physical world. On the other hand, empowered with the enormo…
Evaluation Mechanism of Collective Intelligence for Heterogeneous Agents Group
Anna Dai, Zhifeng Zhao, Honggang Zhang +2
Collective intelligence is manifested when multiple agents coherently work in observation, interaction, decision-making and action. In this paper, we define and quantify the intell…