Topology selection for multi-agent systems with opposite leaders

2016 ◽  
Vol 93 ◽  
pp. 43-49 ◽  
Author(s):  
Jingying Ma ◽  
Yuanshi Zheng ◽  
Long Wang
Keyword(s):  
Multi Agent Systems ◽  
Agent Systems ◽  
Multi Agent ◽  
Selection For ◽  
Topology Selection

Participant Selection for Short-term Collaboration in Open Multi-agent systems

2018 ◽  
Vol 83 ◽  
pp. 149-161 ◽  
Author(s):  
Fatemeh Golpayegani ◽  
Zahra Sahaf ◽  
Ivana Dusparic ◽  
Siobhán Clarke
Keyword(s):  
Multi Agent Systems ◽  
Short Term ◽  
Agent Systems ◽  
Participant Selection ◽  
Multi Agent ◽  
Selection For

scholarly journals Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning

2020 ◽  
Vol 34 (05) ◽  
pp. 7047-7054 ◽  
Author(s):  
Nicolas Anastassacos ◽  
Stephen Hailes ◽  
Mirco Musolesi
Keyword(s):  
Cooperative Behavior ◽  
Social Dilemmas ◽  
Partner Selection ◽  
Artificial Agents ◽  
Multi Agent Systems ◽  
Considerable Effort ◽  
Agent Systems ◽  
Emergence Of Cooperation ◽  
Multi Agent ◽  
Selection For

Social dilemmas have been widely studied to explain how humans are able to cooperate in society. Considerable effort has been invested in designing artificial agents for social dilemmas that incorporate explicit agent motivations that are chosen to favor coordinated or cooperative responses. The prevalence of this general approach points towards the importance of achieving an understanding of both an agent's internal design and external environment dynamics that facilitate cooperative behavior. In this paper, we investigate how partner selection can promote cooperative behavior between agents who are trained to maximize a purely selfish objective function. Our experiments reveal that agents trained with this dynamic learn a strategy that retaliates against defectors while promoting cooperation with other agents resulting in a prosocial society.

Optimal Control Nodes Selection for Consensus in Multi-agent Systems

2014 ◽  
Vol 47 (3) ◽  
pp. 11697-11702 ◽  
Author(s):  
Wen Yang ◽  
Xiaofan Wang ◽  
Hongbo Shi
Keyword(s):  
Optimal Control ◽  
Multi Agent Systems ◽  
Agent Systems ◽  
Multi Agent ◽  
Selection For
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