dc.contributor.author | Salge, Christoph | |
dc.contributor.author | Polani, D. | |
dc.date.accessioned | 2015-03-09T09:48:48Z | |
dc.date.available | 2015-03-09T09:48:48Z | |
dc.date.issued | 2014 | |
dc.identifier.citation | Salge , C & Polani , D 2014 , Don't Believe Everything You Hear : Preserving Relevant Information by Discarding Social Information . in ALIFE 14 : Procs of the 14th Int Conf on the Synthesis and Simulation of Living Systems . MIT Press , pp. 837-844 , ALIFE 2014 , New York , United States , 30/07/14 . https://doi.org/10.7551/978-0-262-32621-6-ch137 | |
dc.identifier.citation | conference | |
dc.identifier.other | Bibtex: urn:4a7e71038f4de36d217885e3787a326c | |
dc.identifier.other | ORCID: /0000-0002-3233-5847/work/86098049 | |
dc.identifier.uri | http://hdl.handle.net/2299/15553 | |
dc.description.abstract | Integrating information gained by observing others via Social Bayesian Learning can be beneficial for an agent’s performance, but can also enable population wide information cascades that perpetuate false beliefs through the agent population. We show how agents can influence the observation network by changing their probability of observing others, and demonstrate the existence of a population-wide equilibrium, where the advantages and disadvantages of the Social Bayesian update are balanced. We also use the formalism of relevant information to illustrate how negative information cascades are characterized by processing increasing amounts of non-relevant information | en |
dc.format.extent | 8 | |
dc.format.extent | 626135 | |
dc.language.iso | eng | |
dc.publisher | MIT Press | |
dc.relation.ispartof | ALIFE 14 | |
dc.title | Don't Believe Everything You Hear : Preserving Relevant Information by Discarding Social Information | en |
dc.contributor.institution | School of Computer Science | |
dc.contributor.institution | Science & Technology Research Institute | |
dc.contributor.institution | Centre for Computer Science and Informatics Research | |
dc.contributor.institution | Adaptive Systems | |
rioxxterms.versionofrecord | 10.7551/978-0-262-32621-6-ch137 | |
rioxxterms.type | Other | |
herts.preservation.rarelyaccessed | true | |