Towards a Goal-oriented Agent-based Simulation framework for High-Performance Computing

11/22/2019
by   Dmitry Gnatyshak, et al.
0

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.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
04/13/2020

An agent-based negotiation model and its implementation in Repast

We propose an agent-based model, MNegoti, for simulating multilateral ne...
research
10/24/2017

JADE - A Platform for Research on Cooperation of Physical and Virtual Agents

In the ICS, WUT a platform for simulation of cooperation of physical and...
research
07/16/2018

Multi-agents features on Android platforms

The current paper shows the multi-agents capabilities to make a valid an...
research
09/22/2020

Simulation model of spacetime with the Minkowski metric

In this paper, we propose a simulation model of spacetime as a discrete ...
research
07/27/2018

Agent cognition through micro-simulations: Adaptive and tunable intelligence with NetLogo LevelSpace

We present a method of endowing agents in an agent-based model (ABM) wit...
research
01/17/2023

High-Performance and Scalable Agent-Based Simulation with BioDynaMo

Agent-based modeling plays an essential role in gaining insights into bi...
research
03/07/2017

On time and consistency in multi-level agent-based simulations

The integration of multiple viewpoints became an increasingly popular ap...

Please sign up or login with your details

Forgot password? Click here to reset