{"id":"https://openalex.org/W2132600297","doi":"https://doi.org/10.1109/jsyst.2007.901641","title":"Knowledge-Based Multiagent Credit Assignment: A Study on Task Type and Critic Information","display_name":"Knowledge-Based Multiagent Credit Assignment: A Study on Task Type and Critic Information","publication_year":2007,"publication_date":"2007-09-01","ids":{"openalex":"https://openalex.org/W2132600297","doi":"https://doi.org/10.1109/jsyst.2007.901641","mag":"2132600297"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2007.901641","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066856798","display_name":"Ahad Harati","orcid":"https://orcid.org/0000-0001-7263-0309"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I3145578848","display_name":"Institute for Cognitive Science Studies","ror":"https://ror.org/0378cd528","country_code":"IR","type":"facility","lineage":["https://openalex.org/I3145578848"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ahad Harati","raw_affiliation_strings":["Control and Intelligent Processing Center of Excellence and AI and Robotics Laboratory, Department of Electrical and Computer Engineering, University of Tehran, Tehran, Iran","School of Cognitive Sciences, Institute of Studies in Theoretical Physics and Mathematics, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Control and Intelligent Processing Center of Excellence and AI and Robotics Laboratory, Department of Electrical and Computer Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"School of Cognitive Sciences, Institute of Studies in Theoretical Physics and Mathematics, Tehran, Iran","institution_ids":["https://openalex.org/I3145578848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072135442","display_name":"Majid Nili Ahmadabadi","orcid":"https://orcid.org/0000-0002-6370-6057"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I3145578848","display_name":"Institute for Cognitive Science Studies","ror":"https://ror.org/0378cd528","country_code":"IR","type":"facility","lineage":["https://openalex.org/I3145578848"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Majid Nili Ahmadabadi","raw_affiliation_strings":["Control and Intelligent Processing Center of Excellence and AI and Robotics Laboratory, Department of Electrical and Computer Engineering, University of Tehran, Tehran, Iran","School of Cognitive Sciences, Institute of Studies in Theoretical Physics and Mathematics, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Control and Intelligent Processing Center of Excellence and AI and Robotics Laboratory, Department of Electrical and Computer Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"School of Cognitive Sciences, Institute of Studies in Theoretical Physics and Mathematics, Tehran, Iran","institution_ids":["https://openalex.org/I3145578848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083876282","display_name":"Babak Nadjar Araabi","orcid":"https://orcid.org/0000-0002-5283-263X"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]},{"id":"https://openalex.org/I3145578848","display_name":"Institute for Cognitive Science Studies","ror":"https://ror.org/0378cd528","country_code":"IR","type":"facility","lineage":["https://openalex.org/I3145578848"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Babak Nadjar Araabi","raw_affiliation_strings":["Control and Intelligent Processing Center of Excellence and AI and Robotics Laboratory, Department of Electrical and Computer Engineering, University of Tehran, Tehran, Iran","School of Cognitive Sciences, Institute of Studies in Theoretical Physics and Mathematics, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Control and Intelligent Processing Center of Excellence and AI and Robotics Laboratory, Department of Electrical and Computer Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"School of Cognitive Sciences, Institute of Studies in Theoretical Physics and Mathematics, Tehran, Iran","institution_ids":["https://openalex.org/I3145578848"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.539,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":24,"citation_normalized_percentile":{"value":0.916333,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":90},"biblio":{"volume":"1","issue":"1","first_page":"55","last_page":"67"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9977,"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":0.9977,"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":0.995,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9507,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7589369},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7249045},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6575584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5254756},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.49612507},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.42166507},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37982646},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13424242},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2007.901641","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":27,"referenced_works":["https://openalex.org/W145526573","https://openalex.org/W1488636191","https://openalex.org/W1512171261","https://openalex.org/W1521003796","https://openalex.org/W1527193522","https://openalex.org/W1527476591","https://openalex.org/W1556191380","https://openalex.org/W1589901344","https://openalex.org/W1641379095","https://openalex.org/W1745487673","https://openalex.org/W1888914589","https://openalex.org/W1986969311","https://openalex.org/W1995663008","https://openalex.org/W2006303459","https://openalex.org/W2054043216","https://openalex.org/W2085946266","https://openalex.org/W2107726111","https://openalex.org/W2113998737","https://openalex.org/W2121863487","https://openalex.org/W2142789491","https://openalex.org/W2154395544","https://openalex.org/W2164472680","https://openalex.org/W2168342951","https://openalex.org/W2171234133","https://openalex.org/W30274765","https://openalex.org/W3477136","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W4319083788","https://openalex.org/W4301400512","https://openalex.org/W4200522217","https://openalex.org/W2360636916","https://openalex.org/W2169620061","https://openalex.org/W2156763598","https://openalex.org/W2134281179","https://openalex.org/W2030775346","https://openalex.org/W2018749324","https://openalex.org/W1801034623"],"abstract_inverted_index":{"Multiagent":[0],"credit":[1,119],"assignment":[2,120],"(MCA)":[3],"is":[4,21,34,52,71,102,110,130,146,206,216,234],"one":[5],"of":[6,13,78,88,127,181,231,238,253],"the":[7,11,18,79,114,179,196,202,213,219,232,242,269],"major":[8],"problems":[9],"in":[10,29,58,68,152,157,172,192,199,236,241],"realization":[12],"multiagent":[14],"reinforcement":[15,51],"learning.":[16],"Since":[17],"environment":[19],"usually":[20],"not":[22,226],"intelligent":[23],"enough":[24],"to":[25,37,73,83,92,112,132,137,159,168,201],"qualify":[26],"individual":[27,43],"agents":[28],"a":[30,48,62,75,85,125,161],"cooperative":[31],"team,":[32],"it":[33,151,205],"very":[35],"important":[36],"develop":[38],"some":[39,153,209,239],"methods":[40],"for":[41],"assigning":[42],"agents'":[44,90,105,128,134,248],"credits":[45],"when":[46],"just":[47],"single":[49,63],"team":[50,203,214,254],"available.":[53,217],"MCA":[54,115,165,190],"cannot":[55],"be":[56],"solved":[57],"general":[59],"cases,":[60],"using":[61,89],"technique.":[64],"Therefore,":[65],"our":[66,170],"goal":[67],"this":[69,97],"research":[70],"first":[72,197],"present":[74],"new":[76,86],"view":[77],"problem":[80,166,191],"and":[81,108,136,167,185,256,263],"second,":[82],"introduce":[84],"idea":[87],"knowledge":[91,109],"partially":[93],"solve":[94,113],"MCA.":[95],"In":[96,195,218,228],"research,":[98],"an":[99],"approach":[100,171],"that":[101,208],"based":[103],"on":[104,188,247],"learning":[106],"histories":[107],"proposed":[111,143],"problem.":[116],"Knowledge":[117],"evaluation-based":[118],"(KEBCA)":[121],"along":[122],"with":[123],"certainty,":[124],"measure":[126],"knowledge,":[129],"developed":[131],"judge":[133],"actions":[135],"assign":[138],"them":[139],"proper":[140],"credits.":[141],"The":[142,250,265],"KEBCA":[144],"method":[145],"general,":[147],"however;":[148],"we":[149,177],"study":[150,178],"simulated":[154],"extreme":[155],"cases":[156],"order":[158],"gain":[160],"better":[162],"insight":[163],"into":[164],"evaluate":[169],"such":[173,222],"cases.":[174,194],"More":[175],"specifically,":[176],"effects":[180],"task":[182],"type":[183],"(and-type":[184],"or-type":[186],"tasks)":[187],"solving":[189],"two":[193],"case,":[198,221],"addition":[200],"reinforcement,":[204],"assumed":[207,257],"extra":[210,223,258],"information":[211,224,251,259],"at":[212],"level":[215],"second":[220],"does":[225],"exist.":[227],"addition,":[229],"performance":[230],"system":[233],"examined":[235],"presence":[237],"uncertainties":[240],"environment,":[243],"modeled":[244],"as":[245],"noise":[246],"actions.":[249],"content":[252],"reinforcements":[255],"are":[260],"theoretically":[261],"calculated":[262],"discussed.":[264],"mathematical":[266],"calculations":[267],"confirm":[268],"related":[270],"simulation":[271],"results.":[272]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2132600297","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1}],"updated_date":"2024-12-08T16:56:21.944659","created_date":"2016-06-24"}