{"id":"https://openalex.org/W2129578296","doi":"https://doi.org/10.1109/cccrv.2004.1301489","title":"A reinforcement learning framework for parameter control in computer vision applications","display_name":"A reinforcement learning framework for parameter control in computer vision applications","publication_year":2004,"publication_date":"2004-06-10","ids":{"openalex":"https://openalex.org/W2129578296","doi":"https://doi.org/10.1109/cccrv.2004.1301489","mag":"2129578296"},"language":"en","primary_location":{"id":"doi:10.1109/cccrv.2004.1301489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cccrv.2004.1301489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"First Canadian Conference on Computer and Robot Vision, 2004. Proceedings.","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102922725","display_name":"Graham W. Taylor","orcid":"https://orcid.org/0000-0001-5867-3652"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"G.W. Taylor","raw_affiliation_strings":["Pattern Analysis and Machine Intelligence Laboratory, University of Waterloo, Waterloo, ONT, Canada","(University of Waterloo)"],"affiliations":[{"raw_affiliation_string":"Pattern Analysis and Machine Intelligence Laboratory, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"(University of Waterloo)","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5102922725"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":1.4078,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.85813339,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"496","last_page":"503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12794","display_name":"Adaptive Dynamic Programming Control","score":0.9843000173568726,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8343367576599121},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6908168196678162},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6084216237068176},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.49729469418525696},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44449225068092346},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.43846395611763},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.43699461221694946},{"id":"https://openalex.org/keywords/function-approximation","display_name":"Function approximation","score":0.4309975504875183},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4060521125793457},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.29514604806900024}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8343367576599121},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6908168196678162},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6084216237068176},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.49729469418525696},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44449225068092346},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.43846395611763},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.43699461221694946},{"id":"https://openalex.org/C91873725","wikidata":"https://www.wikidata.org/wiki/Q3445816","display_name":"Function approximation","level":3,"score":0.4309975504875183},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4060521125793457},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29514604806900024},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cccrv.2004.1301489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cccrv.2004.1301489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"First Canadian Conference on Computer and Robot Vision, 2004. Proceedings.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W391985582","https://openalex.org/W1486566200","https://openalex.org/W1515851193","https://openalex.org/W1557726572","https://openalex.org/W2029130131","https://openalex.org/W2059657882","https://openalex.org/W2061430293","https://openalex.org/W2081332530","https://openalex.org/W2107726111","https://openalex.org/W2109592579","https://openalex.org/W2121863487","https://openalex.org/W2155754001","https://openalex.org/W2156760524","https://openalex.org/W2166280719","https://openalex.org/W3139377883","https://openalex.org/W4214717370","https://openalex.org/W4240959444","https://openalex.org/W4285719527","https://openalex.org/W6628956287","https://openalex.org/W6792155000"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W4312713068","https://openalex.org/W3021988786","https://openalex.org/W3041490575","https://openalex.org/W3099311996","https://openalex.org/W2963971282","https://openalex.org/W2970690932"],"abstract_inverted_index":{"We":[0,55],"propose":[1],"a":[2,37,47,53],"framework":[3],"for":[4,10,65],"solving":[5],"the":[6,25,41,72],"parameter":[7,42],"selection":[8,43],"problem":[9],"computer":[11],"vision":[12],"applications":[13],"using":[14],"reinforcement":[15,73],"learning":[16,74],"agents.":[17],"Connectionist-based":[18],"function":[19],"approximation":[20],"is":[21,34,50,76],"employed":[22],"to":[23,60,78],"reduce":[24],"state":[26],"space.":[27],"Automatic":[28],"determination":[29],"of":[30,40,46],"fuzzy":[31,48],"membership":[32,63],"functions":[33,64],"stated":[35],"as":[36,52],"specific":[38],"case":[39],"problem.":[44],"Entropy":[45],"event":[49],"used":[51],"reinforcement.":[54],"have":[56],"carried":[57],"out":[58],"experiments":[59],"generate":[61],"brightness":[62],"several":[66],"images.":[67],"The":[68],"results":[69],"show":[70],"that":[71],"approach":[75],"superior":[77],"an":[79],"existing":[80],"simulated":[81],"annealing-based":[82],"approach.":[83]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
