The Effect of Alteration in Service Environments with Distributed Intelligent Agents (CROSBI ID 116235)
Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Jevtić, Dragan ; Kunštić, Marijan ; Oužecki, Denis
engleski
The Effect of Alteration in Service Environments with Distributed Intelligent Agents
The paper presents some properties of the communication network supported by the intelligent agents. The intelligent agents were placed into network nodes and they were immobile. They were used to regulate the transfer of mobile agents from the network input, through the routing nodes and finally, towards the service processing nodes. These nodes were the programs running on the computers. A new model of distributed and collaborating intelligent agents was designed and presented. Continuous adaptation and agent's collaboration was achieved by reinforcement Q-learning. For such a model the results show rapid tendency to reduce state time of mobile agents in the service. The obstructive effects expansion to the other agents when a change of processing capabilities in the region occurs was detected and described.
multiagent system ; selfadaptive routing ; Q-learning
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
nije evidentirano
Podaci o izdanju
3683
2005.
16-22
objavljeno
0302-9743
1611-3349
10.1007/11553939_3