{"id":"https://openalex.org/W4401161410","doi":"https://doi.org/10.1587/transinf.2023edp7180","title":"Agent Allocation-Action Learning with Dynamic Heterogeneous Graph in Multi-Task Games","display_name":"Agent Allocation-Action Learning with Dynamic Heterogeneous Graph in Multi-Task Games","publication_year":2024,"publication_date":"2024-07-31","ids":{"openalex":"https://openalex.org/W4401161410","doi":"https://doi.org/10.1587/transinf.2023edp7180"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2023edp7180","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transinf.2023edp7180","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/8/E107.D_2023EDP7180/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/8/E107.D_2023EDP7180/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113313051","display_name":"Xianglong LI","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xianglong LI","raw_affiliation_strings":["Academy of Military Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716337","display_name":"Yuan Li","orcid":"https://orcid.org/0000-0002-6245-9437"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuan LI","raw_affiliation_strings":["Academy of Military Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113313052","display_name":"Jieyuan ZHANG","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jieyuan ZHANG","raw_affiliation_strings":["Academy of Military Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101775095","display_name":"Xinhai Xu","orcid":"https://orcid.org/0009-0000-4202-9627"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinhai XU","raw_affiliation_strings":["Academy of Military Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089613337","display_name":"Donghong Liu","orcid":"https://orcid.org/0000-0003-0028-232X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Donghong LIU","raw_affiliation_strings":["Academy of Military Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Military Sciences","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09757058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E107.D","issue":"8","first_page":"1040","last_page":"1049"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9901999831199646,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9901999831199646,"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":0.9740999937057495,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9034000039100647,"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":0.8928593993186951},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.719011127948761},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5188504457473755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5092560052871704},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5013010501861572},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4936138391494751},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4542172849178314},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4381854832172394},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33755916357040405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8928593993186951},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.719011127948761},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5188504457473755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5092560052871704},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5013010501861572},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4936138391494751},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4542172849178314},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4381854832172394},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33755916357040405},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2023edp7180","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transinf.2023edp7180","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/8/E107.D_2023EDP7180/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2023edp7180","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1587/transinf.2023edp7180","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E107.D/8/E107.D_2023EDP7180/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4401161410.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W110588614","https://openalex.org/W2157488300","https://openalex.org/W2626637010","https://openalex.org/W2773249613","https://openalex.org/W2794643322","https://openalex.org/W2946606218","https://openalex.org/W2965857891","https://openalex.org/W2970879379","https://openalex.org/W2994110384","https://openalex.org/W2997502221","https://openalex.org/W3024044737","https://openalex.org/W3089778445","https://openalex.org/W3108202858","https://openalex.org/W3128937961","https://openalex.org/W3162022061","https://openalex.org/W3168773799","https://openalex.org/W3198168376","https://openalex.org/W4206295043","https://openalex.org/W4226011054","https://openalex.org/W4281986404","https://openalex.org/W4283208249","https://openalex.org/W4285605187","https://openalex.org/W4312222142","https://openalex.org/W4321479942","https://openalex.org/W4382202833","https://openalex.org/W4387740163"],"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/W2024136090","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W2964765435","https://openalex.org/W4391331176"],"abstract_inverted_index":{"In":[0],"many":[1],"real-world":[2],"problems,":[3,45],"a":[4,11,17,68,78,99,115],"complex":[5],"task":[6],"is":[7,83,103,118],"typically":[8],"composed":[9],"of":[10,13,90,108,125],"set":[12],"subtasks":[14],"that":[15,137],"follow":[16],"certain":[18],"execution":[19],"order.":[20],"Traditional":[21],"multi-agent":[22,43],"reinforcement":[23],"learning":[24,63,75],"methods":[25,143],"perform":[26],"poorly":[27],"in":[28],"such":[29,42],"multi-task":[30,44],"cases,":[31],"as":[32,38,129,131],"they":[33],"consider":[34],"the":[35,62,88,94,112,122],"whole":[36],"problem":[37],"one":[39],"task.":[40],"For":[41],"heterogeneous":[46,70,80,91,109],"relationships":[47,92],"i.e.,":[48,148],"subtask-subtask,":[49],"agent-agent,":[50],"and":[51,150],"subtask-agent,":[52],"are":[53],"important":[54],"characters":[55],"which":[56],"should":[57],"be":[58],"explored":[59],"to":[60,86,105,120],"facilitate":[61],"performance.":[64],"This":[65],"paper":[66],"proposes":[67],"dynamic":[69,79,123],"graph":[71,81],"based":[72],"agent":[73],"allocation-action":[74],"framework.":[76],"Specifically,":[77],"model":[82],"firstly":[84],"designed":[85,119],"characterize":[87],"variation":[89],"with":[93],"time":[95],"going":[96],"on.":[97],"Then":[98],"multi-subgraph":[100],"partition":[101],"method":[102],"invented":[104],"extract":[106],"features":[107],"graphs.":[110],"Leveraging":[111],"extracted":[113],"features,":[114],"hierarchical":[116],"framework":[117,139],"learn":[121],"allocation":[124],"agents":[126],"among":[127],"subtasks,":[128],"well":[130],"cooperative":[132],"behaviors.":[133],"Experimental":[134],"results":[135],"demonstrate":[136],"our":[138],"outperforms":[140],"recent":[141],"representative":[142],"on":[144],"two":[145],"challenging":[146],"tasks,":[147],"SAVETHECITY":[149],"Google":[151],"Research":[152],"Football":[153],"full":[154],"game.":[155]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
