Publications

International Conference

Intelligent Behavior Modeling on Information Delivery of Time-Sensitive Targets
categorize
Agent Modeling
Author
Chi-Jung Jung, and Il-Chul Moon
Year
2016
Conference Name
International Simulation Muti-Conference (SCS AutumnSim 2016)
Presentation Date
Oct 14-17
City
Beijing
Country
China
File
AsiamSim 2016-DECMDP-ver-2.pdf (19.0M) 29회 다운로드 DATE : 2023-11-09 23:39:43

Chi-Jung Jung, and Il-Chul Moon, Intelligent Behavior Modeling on Information Delivery of Time-Sensitive Targets, International Simulation Muti-Conference (SCS AutumnSim 2016), Beijing, China, Oct 14-17, 2016


Abstract

This thesis introduces a case study of utilizing the decentralized partially observable Markov decision process (DEC-POMDP) in modeling information delivery behavior under the network centric warfare settings. The deployed troops are modeled as bounded rational agents, and they have different communication success possibilities in the long range and the short range. Our DEC-POMDP model indicates how to deliver time-sensitive target information from the monitoring agent to the headquarter through multiple bridging agents. The bridging agents should intelligently decide which information to transmit through the long range or delegate the transfer to other agents via short range communications. Our models shed light on the improved information delivery behavior that are inferred from the DEC-POMDP model with simulation based experiments. We expect that this research would play a role in improving Tactics, Techniques, and Procedures (TTP) in the field operation. 


@inproceedings{inproceedings,

author = {Jung, Chi-Jung and Moon, Il Chul},

year = {2016},

month = {10},

pages = {578-587},

title = {Intelligent Behavior Modeling on Information Delivery of Time-Sensitive Targets},

volume = {644},

isbn = {978-981-10-2665-2},

doi = {10.1007/978-981-10-2666-9_58}

}


Source Website:

https://www.springerprofessional.de/intelligent-behavior-modeling-on-information-delivery-of-time-se/10730316