scholarly journals Multi-Agent Learning Approach for UAVs Enabled Wireless Networks

2021 ◽  
Author(s):  
Lorenzo De Simone ◽  
Yongxu Zhu ◽  
Wenchao Xia ◽  
Tasos Dagiuklas ◽  
Kai Kit Wong
Keyword(s):  
Wireless Networks ◽  
Learning Approach ◽  
Agent Learning ◽  
Multi Agent

MAS Learning Based on Bayesian Learning Method

2010 ◽  
Vol 20-23 ◽  
pp. 1292-1298
Author(s):  
De Jia Shi ◽  
Zhi Qiang Liu ◽  
Jing He
Keyword(s):  
Learning Strategies ◽  
Bayesian Learning ◽  
Free Text ◽  
Learning Approach ◽  
Learning Method ◽  
Multi Agent System ◽  
Agent System ◽  
Agent Learning ◽  
Multi Agent ◽  
Keyword Searches

Mulit-agent system[MAS] research on learning has been in the area of negotiation, and learning strategies of other agents.This paper presents an agent learning approach in multi-agent system based on Bayesian learning, it researches to develop agents that learn free-text queries and keyword searches in MAS. The MAS learns to identify an appropriate agent to answer free-text and natural language queries as well as keyword searches submitted by users. The paper describes how Bayesian learning is implemented in MAS, and analyzes the effectiveness of MAS learning based on the Bayesian learning approach by analyzing the accuracy and degree of learning.

scholarly journals Distributed Multichannel Access in High-Frequency Diversity Networks: A Multi-Agent Learning Approach With Correlated Equilibrium

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 85581-85593
Author(s):  
Wen Li ◽  
Yuhua Xu ◽  
Yunpeng Cheng ◽  
Yang Yang ◽  
Xueqiang Chen ◽  
...  
Keyword(s):  
High Frequency ◽  
Correlated Equilibrium ◽  
Learning Approach ◽  
Frequency Diversity ◽  
Agent Learning ◽  
Multi Agent ◽  
Multichannel Access
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