{"data":{"id":"10.6084/m9.figshare.6809135","type":"dois","attributes":{"doi":"10.6084/m9.figshare.6809135","prefix":"10.6084","suffix":"m9.figshare.6809135","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Benureau, Fabien","nameType":"Personal","givenName":"Fabien","familyName":"Benureau","affiliation":[],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0003-4083-4512","nameIdentifierScheme":"ORCID"}]},{"name":"Pierre-Yves Oudeyer","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"Code for \"Diversity-Driven Selection of Exploration Strategies in Multi-Armed Bandits\""}],"publisher":"figshare","container":{},"publicationYear":2018,"subjects":[{"subject":"90602 Control Systems, Robotics and Automation","subjectScheme":"FOR"},{"subject":"FOS: Electrical engineering, electronic engineering, information engineering","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Electrical engineering, electronic engineering, information engineering","subjectScheme":"Fields of Science and Technology (FOS)"}],"contributors":[],"dates":[{"date":"2018-07-12","dateType":"Created"},{"date":"2018-08-23","dateType":"Updated"},{"date":"2018","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["233999952 Bytes"],"formats":[],"version":null,"rightsList":[{"rights":"GPL 3.0+","rightsUri":"https://www.gnu.org/licenses/gpl-3.0.html"}],"descriptions":[{"description":"Code for the article: F. C. Y. Benureau and P. Oudeyer, \"Diversity-Driven Selection of Exploration Strategies in Multi-Armed Bandits,\" \u003ci\u003eICDL-EpiRob\u003c/i\u003e, 2015. 10.1109/devlrn.2015.7346130 \u003cbr\u003eThe code is also hosted at github: github.com/benureau/icdl2015 (clickable link below).\u003cbr\u003eThe code is in \u003cb\u003ecode.tar.xz\u003c/b\u003e, the results in \u003cb\u003eruns.tar.xz\u003c/b\u003e. Read the readme file in the code archive, and unpack the results in the `runs/` folder inside the code folder, if you don't want to re-run the computations.\u003cbr\u003eThe code archive contains references figures, produced with the results from \u003cb\u003eruns.tar.xz\u003c/b\u003e, in the \u003cb\u003efigures_ref/\u003c/b\u003e folder.\u003cbr\u003eAlthough the license mentioned is the GPL 3.0+ here, the license for the code is actually the \u003cb\u003eOpen Science License\u003c/b\u003e, which is the LGPL, with the additional requirement to distribute modification to the code, if you make any scientific claim deriving from the use of the code.\u003cbr\u003eDo not hesitate to contact me about this code, my contact is available on my website, referenced below.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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","url":"https://figshare.com/articles/Code_for_Diversity-Driven_Selection_of_Exploration_Strategies_in_Multi-Armed_Bandits_/6809135","contentUrl":null,"metadataVersion":3,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"viewsOverTime":[],"downloadCount":0,"downloadsOverTime":[],"referenceCount":0,"citationCount":0,"citationsOverTime":[],"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2018-07-12T08:32:36.000Z","registered":"2018-07-12T08:32:36.000Z","published":"2018","updated":"2020-08-28T18:00:45.000Z"},"relationships":{"client":{"data":{"id":"figshare.ars","type":"clients"}},"provider":{"data":{"id":"otjm","type":"providers"}},"media":{"data":{"id":"10.6084/m9.figshare.6809135","type":"media"}},"references":{"data":[]},"citations":{"data":[]},"parts":{"data":[]},"partOf":{"data":[]},"versions":{"data":[]},"versionOf":{"data":[]}}}}