Publications » Injecting (Micro)Intelligence in the IoT: Logic-based Approaches for (M)MAS

Injecting (Micro)Intelligence in the IoT: Logic-based Approaches for (M)MAS

Andrea Omicini, Roberta Calegari
Pervasiveness of ICT resources along with the promise of ubiquitous intelligence is pushing hard both our demand and our fears of AI: demand mandates for the ability to inject (micro) intelligence ubiquitously, fears compel the behaviour of intelligent systems to be observable, explainable, and accountable. Whereas the first wave of the new “AI Era” was mostly heralded by non-symbolic approaches, features like explainability are better provided by symbolic techniques. In this paper we focus on logic-based approaches, and discuss their potential in pervasive scenarios like the IoT and open (M)MAS along with our latest results in the field.
Keywords: pervasive system, MMAS, micro-intelligence, logic-based, LPaaS.
MMAS 2018, July 2018
@inproceedings{microintelligencelp-mmas2018,
        author = {Omicini, Andrea and Calegari, Roberta},
	title = {Injecting (Micro)Intelligence in the IoT: Logic-based Approaches for (M)MAS},
        keywords = {pervasive system, MMAS, micro-intelligence, logic-based, LPaaS},
	booktitle = {International Workshop on Massively Multi-Agent Systems (MMAS) 2018},
	year = 2018,
	Month = {14-15~} # jul,
	address = {Stockholm, Sweden},
	abstract = {Pervasiveness of ICT resources along with the promise of ubiquitous intelligence is pushing hard both our demand and our fears of AI: demand mandates for the ability to inject (micro) intelligence ubiquitously, fears compel the behaviour of intelligent systems to be observable, explainable, and accountable. Whereas the first wave of the new “AI Era” was mostly heralded by non-symbolic approaches, features like explainability are better provided by symbolic techniques. In this paper we focus on logic-based approaches, and discuss their potential in pervasive scenarios like the IoT and open (M)MAS along with our latest results in the field.}
	}