TY - GEN
T1 - IDEAL
T2 - 12th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2013
AU - Uchiyal, Takahiro
AU - Itazurol, Syo
AU - Takumil, 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-Iearning, 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-Iearning, 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=84889025884&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84889025884&partnerID=8YFLogxK
U2 - 10.1109/ICCI-CC.2013.6622238
DO - 10.1109/ICCI-CC.2013.6622238
M3 - Conference contribution
AN - SCOPUS:84889025884
SN - 9781479907816
T3 - Proceedings of the 12th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2013
SP - 153
EP - 160
BT - Proceedings of the 12th IEEE International Conference on Cognitive Informatics and Cognitive Computing, ICCI*CC 2013
Y2 - 16 July 2013 through 18 July 2013
ER -