Abstract
Human societies appear in many types of simulations. Particularly, a lot of new computer games contain a virtual world that imitates the real world. A few of the most important and the most difficult society elements to be modelled are the social context and individuals cooperation. In this paper we show how the social context and cooperation ability can be provided using agents that are equipped with internal visions of mutual social relations. Internal vision is a representation of social relations from the agent's point of view so, due to being subjective, it may be inconsistent with the reality. We introduce the agent model and the mechanism of rebuilding the agent's internal vision that is similar to that used by humans. An experimental proof of concept implementation is also presented.
Keywords
- Social networks
- behaviour modelling
- simulation of human societies
- multi-agent systems
- social context
- artificial intelligence
- computer games
MSC
68T42
Cite this article
@article{cai-2226,
author = {Michał Wrzeszcz and Jarosław Koźlak and Jacek Kitowski},
title = {Modelling Agents Cooperation Through Internal Visions of Social Network and Episodic Memory},
journal = {Computing and Informatics},
volume = {36},
number = {1},
pages = {86--112},
year = {2017},
issn = {1335-9150},
doi = {10.4149/cai_2017_1_86}
}
TY - JOUR AU - Michał Wrzeszcz AU - Jarosław Koźlak AU - Jacek Kitowski TI - Modelling Agents Cooperation Through Internal Visions of Social Network and Episodic Memory JO - Computing and Informatics VL - 36 IS - 1 SP - 86 EP - 112 PY - 2017 SN - 1335-9150 DO - 10.4149/cai_2017_1_86 UR - https://doi.org/10.4149/cai_2017_1_86 KW - Social networks KW - behaviour modelling KW - simulation of human societies KW - multi-agent systems KW - social context KW - artificial intelligence KW - computer games ER -
Wrzeszcz, M., Koźlak, J., & Kitowski, J. (2017). Modelling Agents Cooperation Through Internal Visions of Social Network and Episodic Memory. Computing and Informatics, 36(1), 86–112. https://doi.org/10.4149/cai_2017_1_86