TY - GEN
T1 - Design environment of intelligent multiagent systems
AU - Uchiya, Takahiro
AU - Itazuro, Syo
AU - Takumi, Ichi
AU - Kinoshita, Tetsuo
PY - 2013
Y1 - 2013
N2 - The agent-oriented computing is a technique for generating the agent who operates autonomously according to the behavior knowledge. Moreover, agent can have the characteristic called 'Learning' skill. More efficient operation of agents can be expected by realizing 'Learning' skill. In this research, our aim is to support agent designer who designs and develops the intelligent agent system equipped with 'Learning' skill. We propose interactive design environment for agent system with learning mechanism using repository-based agent framework called DASH framework. Proposed framework enables agent designer to design and implement the learning agents without highly expertise, therefore we can reduce the designer's burden. In this paper, we explain the DASH framework, Q-learning, Profit Sharing and proposed design environment. Moreover we show the effectiveness of the proposal method through the some experiments.
AB - The agent-oriented computing is a technique for generating the agent who operates autonomously according to the behavior knowledge. Moreover, agent can have the characteristic called 'Learning' skill. More efficient operation of agents can be expected by realizing 'Learning' skill. In this research, our aim is to support agent designer who designs and develops the intelligent agent system equipped with 'Learning' skill. We propose interactive design environment for agent system with learning mechanism using repository-based agent framework called DASH framework. Proposed framework enables agent designer to design and implement the learning agents without highly expertise, therefore we can reduce the designer's burden. In this paper, we explain the DASH framework, Q-learning, Profit Sharing and proposed design environment. Moreover we show the effectiveness of the proposal method through the some experiments.
UR - http://www.scopus.com/inward/record.url?scp=84886559511&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84886559511&partnerID=8YFLogxK
U2 - 10.1109/ICIS.2013.6607848
DO - 10.1109/ICIS.2013.6607848
M3 - Conference contribution
AN - SCOPUS:84886559511
SN - 9781479901746
T3 - 2013 IEEE/ACIS 12th International Conference on Computer and Information Science, ICIS 2013 - Proceedings
SP - 241
EP - 246
BT - 2013 IEEE/ACIS 12th International Conference on Computer and Information Science, ICIS 2013 - Proceedings
T2 - 2013 IEEE/ACIS 12th International Conference on Computer and Information Science, ICIS 2013
Y2 - 16 June 2013 through 20 June 2013
ER -