TY - GEN
T1 - Towards a goal-oriented agent-based simulation framework for high-performance computing
AU - Gnatyshak, Dmitry
AU - Oliva-Felipe, Luis
AU - Álvarez-Napagao, Sergio
AU - Padget, Julian
AU - Vázquez-Salceda, Javier
AU - Garcia-Gasulla, Dario
AU - Cortés, Ulises
PY - 2019/9/6
Y1 - 2019/9/6
N2 - Currently, agent-based simulation frameworks force the user to choose between simulations involving a large number of agents (at the expense of limited agent reasoning capability) or simulations including agents with increased reasoning capabilities (at the expense of a limited number of agents per simulation). This paper describes a first attempt at putting goal-oriented agents into large agent-based (micro-)simulations. We discuss a model for goal-oriented agents in High-Performance Computing (HPC) and then briefly discuss its implementation in PyCOMPSs (a library that eases the parallelisation of tasks) to build such a platform that benefits from a large number of agents with the capacity to execute complex cognitive agents.
AB - Currently, agent-based simulation frameworks force the user to choose between simulations involving a large number of agents (at the expense of limited agent reasoning capability) or simulations including agents with increased reasoning capabilities (at the expense of a limited number of agents per simulation). This paper describes a first attempt at putting goal-oriented agents into large agent-based (micro-)simulations. We discuss a model for goal-oriented agents in High-Performance Computing (HPC) and then briefly discuss its implementation in PyCOMPSs (a library that eases the parallelisation of tasks) to build such a platform that benefits from a large number of agents with the capacity to execute complex cognitive agents.
KW - Agent platform
KW - Agent-based simulation
KW - Goal-oriented agent
KW - High-performance computing
KW - Multi-agent system
UR - http://www.scopus.com/inward/record.url?scp=85085017506&partnerID=8YFLogxK
U2 - 10.3233/FAIA190142
DO - 10.3233/FAIA190142
M3 - Chapter in a published conference proceeding
AN - SCOPUS:85085017506
T3 - Frontiers in Artificial Intelligence and Applications
SP - 329
EP - 338
BT - Artificial Intelligence Research and Development - Proceedings of the 22nd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2019
A2 - Sabater-Mir, Jordi
A2 - Torra, Vicenc
A2 - Aguilo, Isabel
A2 - Gonzalez-Hidalgo, Manuel
PB - IOS Press
T2 - 22nd International Conference of the Catalan Association for Artificial Intelligence, CCIA 2019
Y2 - 23 October 2019 through 25 October 2019
ER -