{"id":"https://openalex.org/W4385768069","doi":"https://doi.org/10.24963/ijcai.2023/454","title":"Social Motivation for Modelling Other Agents under Partial Observability in Decentralised Training","display_name":"Social Motivation for Modelling Other Agents under Partial Observability in Decentralised Training","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385768069","doi":"https://doi.org/10.24963/ijcai.2023/454"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2023/454","is_oa":true,"landing_page_url":"http://dx.doi.org/10.24963/ijcai.2023/454","pdf_url":"https://www.ijcai.org/proceedings/2023/0454.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2023/0454.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053018788","display_name":"Dung Nguyen","orcid":"https://orcid.org/0000-0003-1580-9032"},"institutions":[{"id":"https://openalex.org/I4210156221","display_name":"Allen Institute for Artificial Intelligence","ror":"https://ror.org/05w520734","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156221"]},{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU","US"],"is_corresponding":true,"raw_author_name":"Dung Nguyen","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University","), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University","institution_ids":["https://openalex.org/I4210156221","https://openalex.org/I149704539"]},{"raw_affiliation_string":"), Deakin University, Geelong, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101936199","display_name":"Hung L\u00ea","orcid":"https://orcid.org/0000-0002-3126-184X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]},{"id":"https://openalex.org/I4210156221","display_name":"Allen Institute for Artificial Intelligence","ror":"https://ror.org/05w520734","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156221"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Hung Le","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University","), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University","institution_ids":["https://openalex.org/I4210156221","https://openalex.org/I149704539"]},{"raw_affiliation_string":"), Deakin University, Geelong, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001806269","display_name":"Kien Do","orcid":"https://orcid.org/0000-0002-0119-122X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]},{"id":"https://openalex.org/I4210156221","display_name":"Allen Institute for Artificial Intelligence","ror":"https://ror.org/05w520734","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156221"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Kien Do","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University","), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University","institution_ids":["https://openalex.org/I4210156221","https://openalex.org/I149704539"]},{"raw_affiliation_string":"), Deakin University, Geelong, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045540854","display_name":"Svetha Venkatesh","orcid":"https://orcid.org/0000-0001-8675-6631"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]},{"id":"https://openalex.org/I4210156221","display_name":"Allen Institute for Artificial Intelligence","ror":"https://ror.org/05w520734","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156221"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Svetha Venkatesh","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University","), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University","institution_ids":["https://openalex.org/I4210156221","https://openalex.org/I149704539"]},{"raw_affiliation_string":"), Deakin University, Geelong, Australia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085471517","display_name":"Truyen Tran","orcid":"https://orcid.org/0000-0001-6531-8907"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]},{"id":"https://openalex.org/I4210156221","display_name":"Allen Institute for Artificial Intelligence","ror":"https://ror.org/05w520734","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156221"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Truyen Tran","raw_affiliation_strings":["Applied Artificial Intelligence Institute, Deakin University","), Deakin University, Geelong, Australia"],"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute, Deakin University","institution_ids":["https://openalex.org/I4210156221","https://openalex.org/I149704539"]},{"raw_affiliation_string":"), Deakin University, Geelong, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5053018788"],"corresponding_institution_ids":["https://openalex.org/I149704539","https://openalex.org/I4210156221"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09528526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4082","last_page":"4090"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9969000220298767,"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":0.9969000220298767,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9746999740600586,"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":0.9345999956130981,"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/observability","display_name":"Observability","score":0.7637073993682861},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6635295152664185},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5966424942016602},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.549614429473877},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.47857216000556946},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4514462351799011},{"id":"https://openalex.org/keywords/autonomous-agent","display_name":"Autonomous agent","score":0.4311322569847107},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41703730821609497},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.365037739276886},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.35085761547088623},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11227592825889587},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08677840232849121}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.7637073993682861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6635295152664185},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5966424942016602},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.549614429473877},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.47857216000556946},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4514462351799011},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.4311322569847107},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41703730821609497},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.365037739276886},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.35085761547088623},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11227592825889587},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08677840232849121},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.24963/ijcai.2023/454","is_oa":true,"landing_page_url":"http://dx.doi.org/10.24963/ijcai.2023/454","pdf_url":"https://www.ijcai.org/proceedings/2023/0454.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/24276976","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Social_Motivation_for_Modelling_Other_Agents_under_Partial_Observability_in_Decentralised_Training/24276976","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2023/454","is_oa":true,"landing_page_url":"http://dx.doi.org/10.24963/ijcai.2023/454","pdf_url":"https://www.ijcai.org/proceedings/2023/0454.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.5600000023841858,"display_name":"No poverty"}],"awards":[{"id":"https://openalex.org/G5714184577","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G6288614247","display_name":null,"funder_award_id":"FL170100006","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G8898431194","display_name":null,"funder_award_id":"FL17010","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385768069.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W172298727","https://openalex.org/W1641379095","https://openalex.org/W1987125304","https://openalex.org/W2075670547","https://openalex.org/W2085686732","https://openalex.org/W2131554141","https://openalex.org/W2141751577","https://openalex.org/W2188721763","https://openalex.org/W2475089067","https://openalex.org/W2730328371","https://openalex.org/W2758442112","https://openalex.org/W2788115019","https://openalex.org/W2904176423","https://openalex.org/W2913483008","https://openalex.org/W2914351253","https://openalex.org/W2921919225","https://openalex.org/W2949475445","https://openalex.org/W2950993296","https://openalex.org/W2963065757","https://openalex.org/W2963276097","https://openalex.org/W2963523627","https://openalex.org/W2964251366","https://openalex.org/W2970272688","https://openalex.org/W2990116160","https://openalex.org/W2996549507","https://openalex.org/W3005980215","https://openalex.org/W3035478219","https://openalex.org/W3099689767","https://openalex.org/W3153900373","https://openalex.org/W3177398585","https://openalex.org/W3204030880","https://openalex.org/W3211360571","https://openalex.org/W4249631272","https://openalex.org/W4287019339","https://openalex.org/W4287756582","https://openalex.org/W4287758406","https://openalex.org/W4287870504","https://openalex.org/W4287899365","https://openalex.org/W4299802797","https://openalex.org/W4301323220","https://openalex.org/W4304730753"],"related_works":["https://openalex.org/W2046459260","https://openalex.org/W2765830098","https://openalex.org/W2967463586","https://openalex.org/W2074679142","https://openalex.org/W1971989957","https://openalex.org/W2517338020","https://openalex.org/W3157641275","https://openalex.org/W4312300846","https://openalex.org/W2104042711","https://openalex.org/W4206221578"],"abstract_inverted_index":{"Understanding":[0],"other":[1,49,107,125],"agents":[2,19,43,50,65,73,102,126],"is":[3,74,127,134],"a":[4,95,114],"key":[5],"challenge":[6],"in":[7,51,152,158],"constructing":[8],"artificial":[9,72],"social":[10,81],"agents.":[11],"Current":[12],"works":[13],"focus":[14],"on":[15,76],"centralised":[16],"training,":[17,41,62],"wherein":[18,42],"are":[20,66],"allowed":[21],"to":[22,53,86,103,108],"know":[23],"all":[24],"the":[25,30,46,77,130,137,146,156,166],"information":[26],"about":[27],"others":[28,171],"and":[29,88,112,173],"environmental":[31],"state":[32],"during":[33,61,136],"training.":[34],"In":[35],"contrast,":[36],"this":[37],"work":[38],"studies":[39],"decentralised":[40],"must":[44],"learn":[45],"model":[47,115,123,170],"of":[48,79,116,124,148,155],"order":[52],"cooperate":[54],"with":[55],"them":[56],"under":[57],"partially-observable":[58],"conditions,":[59],"even":[60],"i.e.":[63],"learning":[64,138],"myopic.":[67],"The":[68],"intrinsic":[69,99],"motivation":[70,82,100],"for":[71],"modelled":[75],"concept":[78],"human":[80],"that":[83,165],"entices":[84],"humans":[85],"meet":[87],"understand":[89],"each":[90,106],"other,":[91],"especially":[92],"when":[93,121],"experiencing":[94],"utility":[96],"loss.":[97],"Our":[98,162],"encourages":[101],"stay":[104],"near":[105],"obtain":[109],"better":[110,172],"observations":[111],"construct":[113],"others.":[117],"They":[118],"do":[119],"so":[120],"their":[122],"poor,":[128],"or":[129],"overall":[131],"task":[132],"performance":[133,157],"bad":[135],"phase.":[139],"This":[140],"simple":[141],"but":[142],"effective":[143],"method":[144],"facilitates":[145],"processes":[147],"modelling":[149],"others,":[150],"resulting":[151],"an":[153],"improvement":[154],"cooperative":[159],"tasks":[160],"significantly.":[161],"experiments":[163],"demonstrate":[164],"socially-motivated":[167],"agent":[168],"can":[169],"promote":[174],"cooperation":[175],"across":[176],"different":[177],"tasks.":[178]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
