Title :
Two types of adaptive multi-agent system
Author :
Kubo, Masao ; Yoshii, Shinlchiro ; Suzuki, Keiji ; Kakazu, Yukinori
Author_Institution :
Graduate Sch. of Eng., Hokkaido Univ., Sapporo, Japan
Abstract :
A methodology for multi-agent system communication is proposed. For knowledge acquisition of multi-agents system by learning, it is very important to pick up partial agent groups that should own rewards among themselves. In the proposed learning scheme, agents acquire a communication protocol. By this communication, the agents can make a particular organism that an ordinary reactive agent without communication can not generate
Keywords :
adaptive systems; cooperative systems; learning (artificial intelligence); adaptive multi-agent system; knowledge acquisition; learning; multi-agent system communication; ordinary reactive agent; partial agent groups; Adaptive systems; Autonomous agents; Communication system control; Multiagent systems; Organisms; Predictive models; Protocols; Robustness; Systems engineering and theory;
Conference_Titel :
Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-2559-1
DOI :
10.1109/ICSMC.1995.538248
