{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T21:07:01Z","timestamp":1776287221235,"version":"3.50.1"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"DOI":"10.13039\/501100002322","name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","doi-asserted-by":"publisher","award":["Code 001"],"award-info":[{"award-number":["Code 001"]}],"id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2018.2885950","type":"journal-article","created":{"date-parts":[[2018,12,13]],"date-time":"2018-12-13T20:37:01Z","timestamp":1544733421000},"page":"2782-2798","source":"Crossref","is-referenced-by-count":57,"title":["Parallel Implementation of Reinforcement Learning Q-Learning Technique for FPGA"],"prefix":"10.1109","volume":"7","author":[{"given":"Lucileide M. D.","family":"Da Silva","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matheus F.","family":"Torquato","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7536-2506","authenticated-orcid":false,"given":"Marcelo A. C.","family":"Fernandes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","year":"2018","journal-title":"Matlab\/Simulink"},{"key":"ref32","year":"2018","journal-title":"Virtex-6 FPGA ML605 Evaluation Kit"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/264029.264056"},{"key":"ref30","first-page":"3270","article-title":"Application of q-learning to define optimal policy for triggering pid, neural and fuzzy controllers in a level control process","author":"diniz","year":"2010","journal-title":"Proc Brazilian Congr Autom"},{"key":"ref34","year":"2018","journal-title":"Vivado Design Suite"},{"key":"ref10","author":"de carvalho","year":"2005","journal-title":"Datamining a Mineração de Dados no Marketing Medicina Economia Engenharia e Administração"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/503048.503072"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/FPL.2009.5272532"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2006.884574"},{"key":"ref14","year":"2018","journal-title":"System Generator for DSP"},{"key":"ref15","year":"2018","journal-title":"Virtex 6 Family"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-658-09994-7_23"},{"key":"ref17","first-page":"827","article-title":"Large-scale tabular-form hardware architecture for Q-learning with delays","author":"liu","year":"2007","journal-title":"Proc Midwest Symp Circuits Syst"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/1687-3963-2007-065478"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/AERO.2017.7943929"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"18223","DOI":"10.3390\/s141018223","article-title":"Parallel fixed point implementation of a radial basis function network in an FPGA","volume":"14","author":"de souza","year":"2014","journal-title":"SENSORS"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MLHPC.2016.007"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2002.806955"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSSM.2015.7170318"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2593069.2593199"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CERMA.2008.32"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICEMS.2009.5382811"},{"key":"ref7","author":"torquato","year":"2018","journal-title":"High-performance parallel implementation of genetic algorithm on FPGA"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"6668","DOI":"10.3390\/s150306668","article-title":"Beamforming and power control in sensor arrays using reinforcement learning","volume":"15","author":"de almeida","year":"2015","journal-title":"SENSORS"},{"key":"ref9","first-page":"477","article-title":"A cloud architecture for bioinformatics workflows","author":"saldanha","year":"2011","journal-title":"Proc 1st Int Conf Cloud Comput Services Sci"},{"key":"ref1","author":"sutton","year":"1992","journal-title":"Reinforcement Learning A Special Issue of Machine Learning on Reinforcement Learning"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ASAP.2018.8445099"},{"key":"ref22","article-title":"FPGA accelerator architecture for Q-learning and its applications in space exploration rovers","author":"gankidi","year":"2016"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3039902.3039915"},{"key":"ref24","article-title":"Parallelizing reinforcement learning","author":"barron","year":"2009"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2013.08.035"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IAT.2006.3"},{"key":"ref25","first-page":"11","article-title":"A parallel implementation of Q-learning based on communication with cache","volume":"1","author":"printista","year":"2002","journal-title":"J Comput Sci Technol"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08574886.pdf?arnumber=8574886","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,25]],"date-time":"2022-01-25T22:50:12Z","timestamp":1643151012000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8574886\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/access.2018.2885950","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}