Cumincad : CUMINCAD Papers : Paper cf2019_009:Multi-agent space planning: a literature review (2008-2017)

cf2019_009

authors

Veloso, Pedro; Jinmo Rhee and Ramesh Krishnamurti

year

2019

title

Multi-agent space planning: a literature review (2008-2017)

source

Ji-Hyun Lee (Eds.) "Hello, Culture!" [18th International Conference, CAAD Futures 2019, Proceedings / ISBN 978-89-89453-05-5] Daejeon, Korea, pp. 52-74

summary

In this paper we review the research on multi-agent space planning (MASP) during the period of 2008-2017. By MASP, we refer to space planning (SP) methods based on online mobile agents that map local perceptions to actions in the environment, generating spatial representation. We group two precedents and sixteen recent MASP prototypes into three categories: (1) agents as moving spatial units, (2) agents that occupy a space, and (3) agents that partition a space. In order to compare the prototypes, we identify the occurrence of features in terms of representation, objectives, and control procedures. Upon analysis of occurrences and correlations of features in the types, we present gaps and challenges for future MASP research. We point to the limits of current systems to solve spatial conflicts and to incorporate architectural knowledge. Finally, we suggest that behavioral learning offers a promising path for robust and autonomous MASP systems in the architectural domain.

keywords

Space planning; Agent-based modeling; Multi-agent systems; Generative systems

series

CAAD Futures

pveloso@andrew.cmu.edu

full text

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references

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last changed

2019/07/29 14:08