Adding Preferences and Moral Values in an Agent-Based Simulation Framework for High-Performance Computing

被引:0
作者
Marin Gutierrez, David [3 ]
Vazquez-Salceda, Javier [1 ]
Alvarez-Napagao, Sergio [1 ,2 ]
Gnatyshak, Dmitry [2 ]
机构
[1] Univ Politecn Cataluna, Barcelona TECH, Edifici Omega,C Jordi Girona 1-3, E-08034 Barcelona, Spain
[2] Barcelona Supercomputer Ctr BSC, C Jordi Girona 1-3, E-08034 Barcelona, Spain
[3] PwC Spain, Ave Diagonal 640, E-08017 Barcelona, Spain
来源
COORDINATION, ORGANIZATIONS, INSTITUTIONS, NORMS, AND ETHICS FOR GOVERNANCE OF MULTI-AGENT SYSTEMS XVI, COINE 2023 | 2023年 / 14002卷
基金
欧盟地平线“2020”;
关键词
Agent-based simulation; Goals; Preferences; Values; PARALLEL;
D O I
10.1007/978-3-031-49133-7_6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Agent-Based Simulation is a suitable approach used now-a-days to simulate and analyze complex societal environments and scenarios. Current Agent-Based Simulation frameworks either scale quite well in computation but implement very simple reasoning mechanisms, or employ complex reasoning systems at the expense of scalability. In this paper we present our work to extend an agent-based HPC platform, enabling goal-driven agents with HTN planning capabilities to scale and run parallelly. Our extension includes preferences over their objectives, preferences over their plans, actions, and moral values. We show the expresiveness of the extended platform with a sample scenario.
引用
收藏
页码:95 / 117
页数:23
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