{"id":"https://openalex.org/W2036762299","doi":"https://doi.org/10.1109/ijcnn.2014.6889624","title":"Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game","display_name":"Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2036762299","doi":"https://doi.org/10.1109/ijcnn.2014.6889624","mag":"2036762299"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2014.6889624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2014.6889624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/6418","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075833644","display_name":"Teck-Hou Teng","orcid":"https://orcid.org/0000-0001-6306-2338"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Teck-Hou Teng","raw_affiliation_strings":["Nonlinear Physics Center, National University, Canberra, Australia","[Nonlinear Physics Center, National University, Canberra, Australia]"],"affiliations":[{"raw_affiliation_string":"Nonlinear Physics Center, National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"[Nonlinear Physics Center, National University, Canberra, Australia]","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004167801","display_name":"Ah\u2010Hwee Tan","orcid":"https://orcid.org/0000-0003-0378-4069"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ah-Hwee Tan","raw_affiliation_strings":["Laser Physics Center, National University, Canberra, Australia","[Laser Physics Center, National University, Canberra, Australia]"],"affiliations":[{"raw_affiliation_string":"Laser Physics Center, National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"[Laser Physics Center, National University, Canberra, Australia]","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015145805","display_name":"Janusz A. Starzyk","orcid":"https://orcid.org/0000-0003-2678-5515"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Janusz A. Starzyk","raw_affiliation_strings":["Nonlinear Physics Center, National University, Canberra, Australia","[Nonlinear Physics Center, National University, Canberra, Australia]"],"affiliations":[{"raw_affiliation_string":"Nonlinear Physics Center, National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"[Nonlinear Physics Center, National University, Canberra, Australia]","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111600222","display_name":"Yuan-Sin Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Yuan-Sin Tan","raw_affiliation_strings":["COM\u2022DTU Department of Communications, Optics & Materials, Technical University of Denmark, Kongens Lyngby, Denmark","COM-DTU - Department of Communications, Optics & Materials, Technical University of Denmark, Kongens Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"COM\u2022DTU Department of Communications, Optics & Materials, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"COM-DTU - Department of Communications, Optics & Materials, Technical University of Denmark, Kongens Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032800117","display_name":"Loo-Nin Teow","orcid":null},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Loo-Nin Teow","raw_affiliation_strings":["Laser Physics Center, National University, Canberra, Australia","[Laser Physics Center, National University, Canberra, Australia]"],"affiliations":[{"raw_affiliation_string":"Laser Physics Center, National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"[Laser Physics Center, National University, Canberra, Australia]","institution_ids":["https://openalex.org/I118347636"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075833644"],"corresponding_institution_ids":["https://openalex.org/I118347636"],"apc_list":null,"apc_paid":null,"fwci":1.266,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84932745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"17","issue":null,"first_page":"4229","last_page":"4236"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9995999932289124,"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":0.9995999932289124,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9914000034332275,"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":0.9743000268936157,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.922694981098175},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8112955093383789},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6599275469779968},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5941978693008423},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5893005132675171},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.528719961643219},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4407769441604614},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40280017256736755}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.922694981098175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8112955093383789},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6599275469779968},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5941978693008423},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5893005132675171},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.528719961643219},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4407769441604614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40280017256736755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2014.6889624","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2014.6889624","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-7421","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/6418","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1109/IJCNN.2014.6889624","raw_type":"Conference Proceeding Article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-7421","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/6418","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1109/IJCNN.2014.6889624","raw_type":"Conference Proceeding Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4300000071525574,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W11035765","https://openalex.org/W73619918","https://openalex.org/W163890133","https://openalex.org/W1509319152","https://openalex.org/W1542941925","https://openalex.org/W1661137052","https://openalex.org/W1972825041","https://openalex.org/W1973039793","https://openalex.org/W1980429643","https://openalex.org/W2026615874","https://openalex.org/W2044701728","https://openalex.org/W2048721916","https://openalex.org/W2056126323","https://openalex.org/W2067203724","https://openalex.org/W2073320424","https://openalex.org/W2077016537","https://openalex.org/W2085366587","https://openalex.org/W2091328279","https://openalex.org/W2099618002","https://openalex.org/W2103791569","https://openalex.org/W2120327309","https://openalex.org/W2123918918","https://openalex.org/W2130634419","https://openalex.org/W2135774416","https://openalex.org/W2138362680","https://openalex.org/W2148704197","https://openalex.org/W2183966306","https://openalex.org/W4252284432","https://openalex.org/W6600453709","https://openalex.org/W6603005768","https://openalex.org/W6606694616","https://openalex.org/W6636993184","https://openalex.org/W6672070530","https://openalex.org/W6680197816","https://openalex.org/W6682066797","https://openalex.org/W6686581360"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2067317451","https://openalex.org/W2586732548"],"abstract_inverted_index":{"Most":[0],"non-trivial":[1],"problems":[2],"require":[3],"the":[4,14,17,23,26,29,52,78,87,93,107],"coordinated":[5],"performance":[6,15],"of":[7,16,31,81,100,124,143],"multiple":[8,113,144],"goal-oriented":[9],"and":[10,28,65],"time-critical":[11],"tasks.":[12],"Coordinating":[13],"tasks":[18,27,145],"is":[19,95,117],"required":[20],"due":[21],"to":[22,39,85],"dependencies":[24],"among":[25,92],"sharing":[30],"resources.":[32],"In":[33],"this":[34],"work,":[35],"an":[36],"agent":[37],"learns":[38],"perform":[40],"a":[41,47,57,66,121,133],"task":[42,108,125],"using":[43,82,97,132,150],"reinforcement":[44,72],"learning":[45,73],"with":[46],"self-organizing":[48,67],"neural":[49,68],"network":[50,69],"as":[51,138],"function":[53],"approximator.":[54],"We":[55],"propose":[56],"novel":[58],"coordination":[59,153],"strategy":[60],"integrating":[61],"Motivated":[62],"Learning":[63],"(ML)":[64],"for":[70],"multi-agent":[71],"(MARL).":[74],"Specifically,":[75],"we":[76],"adapt":[77],"ML":[79],"idea":[80],"pain":[83],"signal":[84],"overcome":[86],"resource":[88],"competition":[89],"issue.":[90],"Dependency":[91],"agents":[94],"resolved":[96],"domain":[98],"knowledge":[99],"their":[101],"dependence.":[102],"To":[103],"avoid":[104],"domineering":[105],"agents,":[106],"goals":[109,142],"are":[110],"staggered":[111],"over":[112],"stages.":[114],"A":[115],"stage":[116],"completed":[118],"by":[119],"attaining":[120],"particular":[122],"combination":[123],"goals.":[126],"Results":[127],"from":[128],"our":[129,151],"experiments":[130],"conducted":[131],"popular":[134],"PC-based":[135],"game":[136],"known":[137],"Starcraft":[139],"Broodwar":[140],"show":[141],"can":[146],"be":[147],"attained":[148],"efficiently":[149],"proposed":[152],"strategy.":[154]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}