{"id":"https://openalex.org/W4400800236","doi":"https://doi.org/10.1016/j.biosystems.2024.105276","title":"Social satisficing: Multi-agent reinforcement learning with satis\ufb01cing agents","display_name":"Social satisficing: Multi-agent reinforcement learning with satis\ufb01cing agents","publication_year":2024,"publication_date":"2024-07-19","ids":{"openalex":"https://openalex.org/W4400800236","doi":"https://doi.org/10.1016/j.biosystems.2024.105276","pmid":"https://pubmed.ncbi.nlm.nih.gov/39032858"},"language":"en","primary_location":{"id":"doi:10.1016/j.biosystems.2024.105276","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.biosystems.2024.105276","pdf_url":null,"source":{"id":"https://openalex.org/S99347777","display_name":"Biosystems","issn_l":"0303-2647","issn":["0303-2647","1872-8324"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BioSystems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.biosystems.2024.105276","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019748680","display_name":"Daisuke Uragami","orcid":null},"institutions":[{"id":"https://openalex.org/I104946051","display_name":"Nihon University","ror":"https://ror.org/05jk51a88","country_code":"JP","type":"education","lineage":["https://openalex.org/I104946051"]},{"id":"https://openalex.org/I52706244","display_name":"College of Industrial Technology","ror":"https://ror.org/054a9s036","country_code":"JP","type":"education","lineage":["https://openalex.org/I52706244"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daisuke Uragami","raw_affiliation_strings":["College of Industrial Technology, Nihon University, 1-2-1, Izumi, Narashino, Chiba, 275-8575, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Industrial Technology, Nihon University, 1-2-1, Izumi, Narashino, Chiba, 275-8575, Japan","institution_ids":["https://openalex.org/I52706244","https://openalex.org/I104946051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032874422","display_name":"Noriaki Sonota","orcid":null},"institutions":[{"id":"https://openalex.org/I165522056","display_name":"Tokyo Denki University","ror":"https://ror.org/01pa62v70","country_code":"JP","type":"education","lineage":["https://openalex.org/I165522056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Noriaki Sonota","raw_affiliation_strings":["School of Science and Engineering, Tokyo Denki University, Hiki, Saitama, 350-0394, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Engineering, Tokyo Denki University, Hiki, Saitama, 350-0394, Japan","institution_ids":["https://openalex.org/I165522056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076653935","display_name":"Tatsuji Takahashi","orcid":"https://orcid.org/0000-0002-8891-5664"},"institutions":[{"id":"https://openalex.org/I165522056","display_name":"Tokyo Denki University","ror":"https://ror.org/01pa62v70","country_code":"JP","type":"education","lineage":["https://openalex.org/I165522056"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tatsuji Takahashi","raw_affiliation_strings":["School of Science and Engineering, Tokyo Denki University, Hiki, Saitama, 350-0394, Japan. Electronic address: tatsuji.takahashi@gmail.com","School of Science and Engineering, Tokyo Denki University, Hiki, Saitama, 350-0394, Japan"],"raw_orcid":"https://orcid.org/0000-0002-8891-5664","affiliations":[{"raw_affiliation_string":"School of Science and Engineering, Tokyo Denki University, Hiki, Saitama, 350-0394, Japan. Electronic address: tatsuji.takahashi@gmail.com","institution_ids":["https://openalex.org/I165522056"]},{"raw_affiliation_string":"School of Science and Engineering, Tokyo Denki University, Hiki, Saitama, 350-0394, Japan","institution_ids":["https://openalex.org/I165522056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076653935"],"corresponding_institution_ids":["https://openalex.org/I165522056"],"apc_list":{"value":2700,"currency":"USD","value_usd":2700},"apc_paid":{"value":2700,"currency":"USD","value_usd":2700},"fwci":0.3311,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63811514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"243","issue":null,"first_page":"105276","last_page":"105276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9865999817848206,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/satisficing","display_name":"Satisficing","score":0.909277081489563},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8464468717575073},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5802932977676392},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.556650698184967},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5355057716369629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4844701290130615},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4576815962791443},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.4353596568107605},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4251898229122162},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.41000980138778687},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26560693979263306},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14476335048675537}],"concepts":[{"id":"https://openalex.org/C94822996","wikidata":"https://www.wikidata.org/wiki/Q1777902","display_name":"Satisficing","level":2,"score":0.909277081489563},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8464468717575073},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5802932977676392},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.556650698184967},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5355057716369629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4844701290130615},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4576815962791443},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.4353596568107605},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4251898229122162},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.41000980138778687},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26560693979263306},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14476335048675537},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012054","descriptor_name":"Reinforcement, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012054","descriptor_name":"Reinforcement, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012054","descriptor_name":"Reinforcement, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.biosystems.2024.105276","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.biosystems.2024.105276","pdf_url":null,"source":{"id":"https://openalex.org/S99347777","display_name":"Biosystems","issn_l":"0303-2647","issn":["0303-2647","1872-8324"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BioSystems","raw_type":"journal-article"},{"id":"pmid:39032858","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39032858","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bio Systems","raw_type":null}],"best_oa_location":{"id":"doi:10.1016/j.biosystems.2024.105276","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.biosystems.2024.105276","pdf_url":null,"source":{"id":"https://openalex.org/S99347777","display_name":"Biosystems","issn_l":"0303-2647","issn":["0303-2647","1872-8324"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BioSystems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6299999952316284,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1836527321","display_name":null,"funder_award_id":"20H04259","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G1909137574","display_name":null,"funder_award_id":"17H04696","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3218283893","display_name":null,"funder_award_id":"23H03469","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6625281584","display_name":null,"funder_award_id":"23K18497","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320320212","display_name":"Japan Society for the Promotion of Science London","ror":"https://ror.org/02m7axw05"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W41554520","https://openalex.org/W1569069273","https://openalex.org/W1589747210","https://openalex.org/W1953119617","https://openalex.org/W1989388297","https://openalex.org/W2082268205","https://openalex.org/W2089620108","https://openalex.org/W2103702476","https://openalex.org/W2145339207","https://openalex.org/W2148962857","https://openalex.org/W2257979135","https://openalex.org/W2399635588","https://openalex.org/W2492396962","https://openalex.org/W2597613574","https://openalex.org/W2963499965","https://openalex.org/W2982316857","https://openalex.org/W2990747716","https://openalex.org/W3011120880","https://openalex.org/W3165882736","https://openalex.org/W4210751586","https://openalex.org/W4238416801","https://openalex.org/W6604689872","https://openalex.org/W6681912705","https://openalex.org/W6738087714","https://openalex.org/W6766811972","https://openalex.org/W6775522024","https://openalex.org/W6798705569"],"related_works":["https://openalex.org/W3118038935","https://openalex.org/W2486197377","https://openalex.org/W2672066981","https://openalex.org/W2025499279","https://openalex.org/W96070519","https://openalex.org/W2079941411","https://openalex.org/W4230651173","https://openalex.org/W3147748563","https://openalex.org/W2316977101","https://openalex.org/W2898650285"],"abstract_inverted_index":{"For":[0],"a":[1,9,40,59,66,79,105,134,165,195,227],"reinforcement":[2,89,138],"learning":[3,24,90,139,166,197],"agent":[4,36],"to":[5,16,57,61,94,97,119,153,213],"finish":[6],"trial-and-error":[7],"in":[8,33,164,242],"realistic":[10],"time":[11],"duration,":[12],"it":[13],"is":[14,44,56,65,114,124],"necessary":[15],"limit":[17],"the":[18,23,28,35,45,82,85,99,121,142,155,177,182,186,202,207,211,220,243],"scope":[19,30],"of":[20,47,51,81,157,201,232,245],"exploration":[21,29,216],"during":[22],"process.":[25],"However,":[26,116],"limiting":[27],"means":[31],"limitation":[32],"optimality:":[34],"could":[37],"fall":[38],"into":[39,88,104,189,229],"suboptimal":[41,106,170],"solution.":[42],"This":[43,129,224],"nature":[46],"local,":[48],"bottom-up":[49],"way":[50,55],"learning.":[52,250],"An":[53],"alternative":[54],"set":[58],"goal":[60,111],"be":[62],"achieved,":[63],"which":[64,140,180,237],"more":[67],"global,":[68],"top-down":[69],"way.":[70],"The":[71,173],"risk-sensitive":[72],"satis\ufb01cing":[73],"(RS)":[74],"value":[75],"function":[76],"incorporate,":[77],"as":[78],"method":[80,209],"latter":[83],"way,":[84],"satisficing":[86],"principle":[87],"and":[91,205,234,248],"enables":[92],"agents":[93],"quickly":[95],"converge":[96],"exploiting":[98],"optimal":[100],"solution":[101],"without":[102],"falling":[103],"one,":[107],"when":[108],"an":[109,126,230],"appropriate":[110],"(aspiration":[112],"level)":[113],"given.":[115],"how":[117],"best":[118],"determine":[120],"aspiration":[122,143,183,192],"level":[123,144,184,188],"still":[125],"open":[127],"problem.":[128],"study":[130,225],"proposes":[131],"social":[132],"satisficing,":[133],"framework":[135],"for":[136],"multi-agent":[137],"determines":[141],"through":[145],"information":[146,222],"sharing":[147],"among":[148],"multiple":[149],"agents.":[150],"In":[151],"order":[152],"verify":[154],"effectiveness":[156],"this":[158],"novel":[159,208],"method,":[160,179],"we":[161],"conducted":[162],"simulations":[163],"environment":[167],"with":[168],"many":[169],"goals":[171],"(SuboptimaWorld).":[172],"results":[174],"show":[175],"that":[176,206],"proposed":[178],"converts":[181],"at":[185],"episodic":[187],"local":[190],"(state-wise)":[191],"levels,":[193],"possesses":[194],"higher":[196],"efficiency":[198],"than":[199],"any":[200],"compared":[203],"methods,":[204],"has":[210,238],"ability":[212],"autonomously":[214],"adjust":[215],"scope,":[217],"while":[218],"keeping":[219],"shared":[221],"minimal.":[223],"provides":[226],"glimpse":[228],"aspect":[231],"human":[233],"biological":[235],"sociality":[236],"been":[239],"mentioned":[240],"little":[241],"context":[244],"artificial":[246],"intelligence":[247],"machine":[249]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
