TY - GEN
T1 - Cooperative learning on autonomous agents acquiring common language for action and perception
AU - Atkinson-Abutridy, J.
AU - Ferreira-Cabrera, A.
AU - Riquelme, V.
N1 - Publisher Copyright:
© 2000 IEEE.
PY - 2000
Y1 - 2000
N2 - In order to perform shared tasks, all the participants in a multi-agent system (MAS) must agree common meanings for their perceptions and actions. Therefore, the basic communication and cooperation must be handled in a different way, mainly because the agents are autonomous components who sometimes make their own decisions. Keeping this in mind, a model for language acquisition and learning based on an underlying MAS is proposed. It takes into account issues concerned lexical acquisition and emergence capabilities as products of agents interacting in an artificial society. As a result, some simulations in which these agents are involved in a "talk" with others to agree common meanings are discussed.
AB - In order to perform shared tasks, all the participants in a multi-agent system (MAS) must agree common meanings for their perceptions and actions. Therefore, the basic communication and cooperation must be handled in a different way, mainly because the agents are autonomous components who sometimes make their own decisions. Keeping this in mind, a model for language acquisition and learning based on an underlying MAS is proposed. It takes into account issues concerned lexical acquisition and emergence capabilities as products of agents interacting in an artificial society. As a result, some simulations in which these agents are involved in a "talk" with others to agree common meanings are discussed.
KW - Autonomous agents
KW - Education
KW - Entropy
KW - Internet
KW - Mechanical factors
KW - Multiagent systems
KW - Protocols
KW - Robots
KW - Unsupervised learning
UR - http://www.scopus.com/inward/record.url?scp=50249184034&partnerID=8YFLogxK
U2 - 10.1109/SCCC.2000.890395
DO - 10.1109/SCCC.2000.890395
M3 - Conference contribution
AN - SCOPUS:50249184034
T3 - Proceedings - International Conference of the Chilean Computer Science Society, SCCC
SP - 83
EP - 88
BT - Proceedings - 20th International Conference of the Chilean Computer Science Society, SCCC 2000
PB - IEEE Computer Society
T2 - 20th International Conference of the Chilean Computer Science Society, SCCC 2000
Y2 - 16 November 2000 through 18 November 2000
ER -