{"id":"https://openalex.org/W2800934671","doi":"https://doi.org/10.1117/12.2309945","title":"Reinforcement learning in computer vision","display_name":"Reinforcement learning in computer vision","publication_year":2018,"publication_date":"2018-04-13","ids":{"openalex":"https://openalex.org/W2800934671","doi":"https://doi.org/10.1117/12.2309945","mag":"2800934671"},"language":"en","primary_location":{"id":"doi:10.1117/12.2309945","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2309945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tenth International Conference on Machine Vision (ICMV 2017)","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/A5058522879","display_name":"Alexander Bernstein","orcid":"https://orcid.org/0000-0002-5250-1849"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Alexander V. Bernstein","raw_affiliation_strings":["Skolkovo Institute of Science and Technology (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Russian Federation)","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088950452","display_name":"Evgeny Burnaev","orcid":"https://orcid.org/0000-0001-8424-0690"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"E. V. Burnaev","raw_affiliation_strings":["Skolkovo Institute of Science and Technology (Russian Federation)"],"affiliations":[{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Russian Federation)","institution_ids":["https://openalex.org/I125989756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058522879"],"corresponding_institution_ids":["https://openalex.org/I125989756"],"apc_list":null,"apc_paid":null,"fwci":1.358,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.85716112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"58","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9458000063896179,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T14083","display_name":"Extremum Seeking Control Systems","score":0.9370999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8238056898117065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7659177184104919},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6461933851242065},{"id":"https://openalex.org/keywords/robot-learning","display_name":"Robot learning","score":0.6256884932518005},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.4624486267566681},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4584715962409973},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.4520823359489441},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.441101610660553},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4381030797958374},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4333392381668091},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.429108589887619},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4190676510334015},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.40869271755218506},{"id":"https://openalex.org/keywords/mobile-robot","display_name":"Mobile robot","score":0.19255581498146057}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8238056898117065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7659177184104919},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6461933851242065},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.6256884932518005},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.4624486267566681},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4584715962409973},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.4520823359489441},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.441101610660553},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4381030797958374},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4333392381668091},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.429108589887619},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4190676510334015},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.40869271755218506},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.19255581498146057},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2309945","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2309945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tenth International Conference on Machine Vision (ICMV 2017)","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":95,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W72115421","https://openalex.org/W645137215","https://openalex.org/W1485710919","https://openalex.org/W1504678489","https://openalex.org/W1520597402","https://openalex.org/W1545148916","https://openalex.org/W1558113362","https://openalex.org/W1610841860","https://openalex.org/W1968962398","https://openalex.org/W1996738877","https://openalex.org/W1997854647","https://openalex.org/W2006273250","https://openalex.org/W2029130131","https://openalex.org/W2029143333","https://openalex.org/W2062205667","https://openalex.org/W2069891133","https://openalex.org/W2072170261","https://openalex.org/W2080631849","https://openalex.org/W2082991751","https://openalex.org/W2085483538","https://openalex.org/W2095487261","https://openalex.org/W2107726111","https://openalex.org/W2114500544","https://openalex.org/W2121615981","https://openalex.org/W2129578296","https://openalex.org/W2129670787","https://openalex.org/W2150839555","https://openalex.org/W2155007355","https://openalex.org/W2161505441","https://openalex.org/W2165131254","https://openalex.org/W2167501464","https://openalex.org/W2177967097","https://openalex.org/W2179488730","https://openalex.org/W2341171179","https://openalex.org/W2415535521","https://openalex.org/W2500854475","https://openalex.org/W2520889757","https://openalex.org/W2552885458","https://openalex.org/W2554830522","https://openalex.org/W2565902248","https://openalex.org/W2567075333","https://openalex.org/W2580175322","https://openalex.org/W2584265939","https://openalex.org/W2586706233","https://openalex.org/W2591436094","https://openalex.org/W2593804007","https://openalex.org/W2595820380","https://openalex.org/W2597598922","https://openalex.org/W2605048551","https://openalex.org/W2743038987","https://openalex.org/W2745868649","https://openalex.org/W2774965327","https://openalex.org/W2919115771","https://openalex.org/W2962957005","https://openalex.org/W2963634205","https://openalex.org/W2964161785","https://openalex.org/W3103559770","https://openalex.org/W4233696721","https://openalex.org/W4237733001","https://openalex.org/W4248304976","https://openalex.org/W4248443165","https://openalex.org/W4249505120","https://openalex.org/W4251740737","https://openalex.org/W6602920235","https://openalex.org/W6620909935","https://openalex.org/W6629044612","https://openalex.org/W6630341145","https://openalex.org/W6631149375","https://openalex.org/W6632688814","https://openalex.org/W6633251007","https://openalex.org/W6642419745","https://openalex.org/W6651880144","https://openalex.org/W6665887287","https://openalex.org/W6667647876","https://openalex.org/W6671805977","https://openalex.org/W6676007687","https://openalex.org/W6678317597","https://openalex.org/W6679412632","https://openalex.org/W6679494642","https://openalex.org/W6682093400","https://openalex.org/W6682849425","https://openalex.org/W6685718542","https://openalex.org/W6688347243","https://openalex.org/W6704298589","https://openalex.org/W6716432109","https://openalex.org/W6724540848","https://openalex.org/W6732665253","https://openalex.org/W6733461617","https://openalex.org/W6733472783","https://openalex.org/W6734611732","https://openalex.org/W6736178813","https://openalex.org/W6742958495","https://openalex.org/W6747141585","https://openalex.org/W6835653248"],"related_works":["https://openalex.org/W2930863966","https://openalex.org/W2126211886","https://openalex.org/W3153786280","https://openalex.org/W3127551068","https://openalex.org/W2165180011","https://openalex.org/W3165944253","https://openalex.org/W4220829754","https://openalex.org/W2351343564","https://openalex.org/W2170052867","https://openalex.org/W2171010636"],"abstract_inverted_index":{"Nowadays,":[0],"machine":[1,99],"learning":[2,94,100,104,117,160],"has":[3,118],"become":[4],"one":[5,96],"of":[6,46,56,85,97,131],"the":[7,111,158],"basic":[8],"technologies":[9,101],"used":[10,60,120],"in":[11,89,102,149],"solving":[12,50,74,123,136,166],"various":[13,30],"computer":[14,52,75,138,167],"vision":[15,53,76,139,168],"tasks":[16,58,77,126],"such":[17,33,124,141],"as":[18,34,127,142],"feature":[19],"detection,":[20],"image":[21,145],"segmentation,":[22],"object":[23],"recognition":[24],"and":[25,129,134,151,162],"tracking.":[26],"In":[27,113],"many":[28,152],"applications,":[29],"complex":[31],"systems":[32],"robots":[35],"are":[36,59],"equipped":[37],"with":[38,110],"visual":[39,132],"sensors":[40],"from":[41],"which":[42,103],"they":[43],"learn":[44],"state":[45],"surrounding":[47],"environment":[48],"by":[49],"corresponding":[51],"tasks.":[54],"Solutions":[55],"these":[57],"for":[61,122,135,165],"making":[62],"decisions":[63],"about":[64],"possible":[65],"future":[66],"actions.":[67],"It":[68],"is":[69,95,105],"not":[70],"surprising":[71],"that":[72],"when":[73],"we":[78],"should":[79],"take":[80],"into":[81],"account":[82],"special":[83],"aspects":[84],"their":[86],"subsequent":[87],"application":[88],"model-based":[90],"predictive":[91],"control.":[92],"Reinforcement":[93,116,159],"modern":[98],"carried":[106],"out":[107],"through":[108],"interaction":[109],"environment.":[112],"recent":[114],"years,":[115],"been":[119],"both":[121],"applied":[125],"processing":[128],"analysis":[130],"information,":[133],"specific":[137],"problems":[140],"filtering,":[143],"extracting":[144],"features,":[146],"localizing":[147],"objects":[148],"scenes,":[150],"others.":[153],"The":[154],"paper":[155],"describes":[156],"shortly":[157],"technology":[161],"its":[163],"use":[164],"problems.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
