{"id":"https://openalex.org/W3183695018","doi":"https://doi.org/10.1007/s11704-020-0431-0","title":"Parallel exploration via negatively correlated search","display_name":"Parallel exploration via negatively correlated search","publication_year":2021,"publication_date":"2021-07-16","ids":{"openalex":"https://openalex.org/W3183695018","doi":"https://doi.org/10.1007/s11704-020-0431-0","mag":"3183695018"},"language":"en","primary_location":{"id":"doi:10.1007/s11704-020-0431-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11704-020-0431-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11704-020-0431-0.pdf","source":{"id":"https://openalex.org/S4210231404","display_name":"Frontiers of Computer Science","issn_l":"2095-2228","issn":["2095-2228","2095-2236"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311889","host_organization_name":"Higher Education Press","host_organization_lineage":["https://openalex.org/P4310311889"],"host_organization_lineage_names":["Higher Education Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11704-020-0431-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076720384","display_name":"Peng Yang","orcid":"https://orcid.org/0000-0001-5333-6155"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Yang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103159770","display_name":"Qi Yang","orcid":"https://orcid.org/0000-0003-0127-6167"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Yang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021254405","display_name":"Ke Tang","orcid":"https://orcid.org/0000-0002-6236-2002"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke Tang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635494","display_name":"Xin Yao","orcid":"https://orcid.org/0000-0001-8837-4442"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yao","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, 518055, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021254405"],"corresponding_institution_ids":["https://openalex.org/I3045169105"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":1.4304,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84888995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"15","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9984999895095825,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9984999895095825,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9933000206947327,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9922000169754028,"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/computer-science","display_name":"Computer science","score":0.8275543451309204},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.8243122100830078},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7300629019737244},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5749926567077637},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5407206416130066},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5160014629364014},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4981405735015869},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4599091410636902},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42248672246932983},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.42157042026519775},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37902456521987915},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.07444483041763306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8275543451309204},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.8243122100830078},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7300629019737244},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5749926567077637},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5407206416130066},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5160014629364014},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4981405735015869},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4599091410636902},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42248672246932983},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.42157042026519775},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37902456521987915},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.07444483041763306},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11704-020-0431-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11704-020-0431-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11704-020-0431-0.pdf","source":{"id":"https://openalex.org/S4210231404","display_name":"Frontiers of Computer Science","issn_l":"2095-2228","issn":["2095-2228","2095-2236"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311889","host_organization_name":"Higher Education Press","host_organization_lineage":["https://openalex.org/P4310311889"],"host_organization_lineage_names":["Higher Education Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11704-020-0431-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11704-020-0431-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11704-020-0431-0.pdf","source":{"id":"https://openalex.org/S4210231404","display_name":"Frontiers of Computer Science","issn_l":"2095-2228","issn":["2095-2228","2095-2236"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311889","host_organization_name":"Higher Education Press","host_organization_lineage":["https://openalex.org/P4310311889"],"host_organization_lineage_names":["Higher Education Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8025499215","display_name":null,"funder_award_id":"19511120600","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"}],"funders":[{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3183695018.pdf","grobid_xml":"https://content.openalex.org/works/W3183695018.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W261559345","https://openalex.org/W1546503963","https://openalex.org/W1559956479","https://openalex.org/W1848773869","https://openalex.org/W1968075052","https://openalex.org/W1981276685","https://openalex.org/W1997600725","https://openalex.org/W2061119986","https://openalex.org/W2074407599","https://openalex.org/W2100344125","https://openalex.org/W2110538866","https://openalex.org/W2121200917","https://openalex.org/W2135194391","https://openalex.org/W2137432375","https://openalex.org/W2145339207","https://openalex.org/W2149197198","https://openalex.org/W2149945051","https://openalex.org/W2151083897","https://openalex.org/W2151965738","https://openalex.org/W2260756217","https://openalex.org/W2293025108","https://openalex.org/W2294295227","https://openalex.org/W2346512913","https://openalex.org/W2561776174","https://openalex.org/W2567212392","https://openalex.org/W2592340788","https://openalex.org/W2604738573","https://openalex.org/W2614839826","https://openalex.org/W2623491082","https://openalex.org/W2735347808","https://openalex.org/W2745868649","https://openalex.org/W2791641339","https://openalex.org/W2808384944","https://openalex.org/W2901480476","https://openalex.org/W2911495555","https://openalex.org/W2911836590","https://openalex.org/W2912083425","https://openalex.org/W2944565599","https://openalex.org/W2944661710","https://openalex.org/W2953072278","https://openalex.org/W2961198970","https://openalex.org/W2963523627","https://openalex.org/W2963790038","https://openalex.org/W2964025389","https://openalex.org/W2964043796","https://openalex.org/W2964131837","https://openalex.org/W2968819353","https://openalex.org/W2970561641","https://openalex.org/W2970901994","https://openalex.org/W2971636810","https://openalex.org/W2991635737","https://openalex.org/W3013316735","https://openalex.org/W3099328850","https://openalex.org/W3100789280","https://openalex.org/W3101376559","https://openalex.org/W3127770912","https://openalex.org/W3198249268","https://openalex.org/W4300672471"],"related_works":["https://openalex.org/W4210912933","https://openalex.org/W3209094908","https://openalex.org/W4206669594","https://openalex.org/W2961085424","https://openalex.org/W4290792893","https://openalex.org/W3005560120","https://openalex.org/W3037422413","https://openalex.org/W4319083788","https://openalex.org/W3022038857","https://openalex.org/W1963934847"],"abstract_inverted_index":{"Abstract":[0],"Effective":[1],"exploration":[2,87,117,173],"is":[3,70,81,88,118,130],"key":[4],"to":[5,18,33,90,100,132,169],"a":[6,26,75,91,135],"successful":[7,51],"search":[8,15,29,44,58],"process.":[9],"The":[10,127],"recently":[11],"proposed":[12,128],"negatively":[13,35,56],"correlated":[14,36,57],"(NCS)":[16],"tries":[17],"achieve":[19],"this":[20,73],"by":[21,63],"coordinated":[22],"parallel":[23,86,172],"exploration,":[24],"where":[25],"set":[27],"of":[28,42,53,93,102,119,155],"processes":[30],"are":[31,106,122],"driven":[32],"be":[34,47,166],"so":[37],"that":[38,84,97,151],"different":[39],"promising":[40],"areas":[41],"the":[43,55,85,152,170],"space":[45],"can":[46,165],"visited":[48],"simultaneously.":[49],"Despite":[50],"applications":[52],"NCS,":[54,78],"behaviors":[59],"were":[60],"mostly":[61],"devised":[62],"intuition,":[64],"while":[65],"deeper":[66],"(e.g.,":[67],"mathematical)":[68],"understanding":[69],"missing.":[71],"In":[72],"paper,":[74],"more":[76],"principled":[77],"namely":[79],"NCNES,":[80,156],"presented,":[82],"showing":[83],"equivalent":[89],"process":[92],"seeking":[94],"probabilistic":[95,111],"models":[96],"both":[98],"lead":[99],"solutions":[101],"high":[103],"quality":[104],"and":[105,162],"distant":[107],"from":[108],"previous":[109],"obtained":[110],"models.":[112],"Reinforcement":[113],"learning,":[114],"for":[115,124,144],"which":[116],"particular":[120],"importance,":[121],"considered":[123],"empirical":[125],"assessment.":[126],"NCNES":[129],"applied":[131],"directly":[133],"train":[134],"deep":[136],"convolution":[137],"network":[138],"with":[139,160],"1.7":[140],"million":[141],"connection":[142],"weights":[143],"playing":[145],"Atari":[146],"games.":[147],"Empirical":[148],"results":[149],"show":[150],"significant":[153],"advantages":[154],"especially":[157],"on":[158],"games":[159],"uncertain":[161],"delayed":[163],"rewards,":[164],"highly":[167],"owed":[168],"effective":[171],"ability.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
