146 citations · 641 across the 84 of their papers we have counts for
4 papers · 1 filter
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…
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…