A Multiagent Cooperation Model Based on Trust Rating in Dynamic Infinite Interaction Environment
Author
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-05-31
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
To improve the liveness of agents and enhance trust and collaboration in multiagent system, a new cooperation model based on trust rating in dynamic infinite interaction environment (TR-DII) is proposed.
TR-DII model is used to control agent’s autonomy and selfishness and to make agent do the rational decision.
TR-DII model is based on two important components.
One is dynamic repeated interaction structure, and the other is trust rating.
The dynamic repeated interaction structure is formed with multistage inviting and evaluating actions.
It transforms agents’ interactions into an infinity task allocation environment, where controlled and renewable cycle is a component most agent models ignored.
Additionally, it influences the expectations and behaviors of agents which may not appear in one-shot time but may appear in long-time cooperation.
Moreover, with rewards and punishments mechanism (RPM), the trust rating (TR) is proposed to control agent blindness in selection phase.
However, RPM is the factor that directly influences decisions, not the reputation as other models have suggested.
Meanwhile, TR could monitor agent’s statuses in which they could be trustworthy or untrustworthy.
Also, it refines agent’s disrepute in a new way which is ignored by the others.
Finally, grids puzzle experiment has been used to test TR-DII model and other five models are used as comparisons.
The results show that TR-DII model can effectively adjust the trust level between agents and makes the solvers be more trustworthy and do choices that are more rational.
Moreover, through interaction result feedback, TR-DII model could adjust the income function, to control cooperation reputation, and could achieve a closed-loop control.
American Psychological Association (APA)
Fan, Sixia. 2018. A Multiagent Cooperation Model Based on Trust Rating in Dynamic Infinite Interaction Environment. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1206029
Modern Language Association (MLA)
Fan, Sixia. A Multiagent Cooperation Model Based on Trust Rating in Dynamic Infinite Interaction Environment. Mathematical Problems in Engineering No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1206029
American Medical Association (AMA)
Fan, Sixia. A Multiagent Cooperation Model Based on Trust Rating in Dynamic Infinite Interaction Environment. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1206029
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1206029