Communication Protocol Model for Language Game with Multi-Agents and Multi-Languages Using Dynamic Radius of SOM
Journal Title: International Journal of the Computer, the Internet and Management - Year 2018, Vol 26, Issue 2
Abstract
This paper demonstrates how autonomous systems can learn and communicate with each other in three different humane languages. In this work, we proposed a conceptual model based on Language Games and Conceptual Spaces including a special technique: an optimum dynamic radius of Self-Organizing Map (SOM) for the best searching unit between autonomous agents. Our proposed model shows the visualized simulation of the potential ways of a communication protocol during Language Game. Later the performance of the dynamic and the fixed radius of SOM technique is compared and evaluated. The results show that the proposed model enhanced with the optimum of the dynamic radius at the size of 30 can outperform the standard SOM. Finally, we have shown the effects of the number of the players and the number of the topics against the success rate could reduce concept searching process, and helping autonomous learning faster and convergence matching all three languages.
Authors and Affiliations
Somjin Juntarajessadakorn, Vatinee Nuipian, Phayung Meesad
Keywords
Related Articles
- EP ID EP600320
- DOI -
- Views 159
- Downloads 0
A Causal Relationship Model in Supply Chain Collaboration of Logistics Business Performance Tourism Business in Thailand
The purposes of factors affecting the causal relationship model in Supply Chain Collaboration of Logistics Business Performance Tourism Business in Thailand are: studying the factors of Logistics Business Performance Tou...
Components Desirable Leadership Characteristics of Undergraduate Students: Document Research
This research aims to analyze the leadership components of undergraduate students. The researchers use qualitative methods to collect and analyze secondary data. The results show that the leadership components of undergr...
Improving ESL Primary Students’ Vocabulary Proficiency Using Authentic Listening Materials
The objectives of this study were to examine the use of authentic listening materials in enhancing English vocabulary in the classroom among ESL primary students and to examine their attitudes toward the use of such mate...
Web Based Remote Controlling and Condition Monitoring of the Heavy Machineries
The future of global development is mandatorily directed towards complete use of heavy machineries located at different location which run unmanned, automated, using artificial intelligence, and ability to diagnose error...
IPv6 Host-Based Self-Defense Against Rogue Route Advertisement
The automatic address allocation of IPv6 host is a part of Neighbor Discovery Protocol. Hosts collect necessary parameters and create routing table in order to enable communication to the external network. However, this...