{"id":"https://openalex.org/W2975614508","doi":"https://doi.org/10.1109/cig.2019.8848071","title":"On the Effects of Simulating Human Decisions in Game Analysis","display_name":"On the Effects of Simulating Human Decisions in Game Analysis","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2975614508","doi":"https://doi.org/10.1109/cig.2019.8848071","mag":"2975614508"},"language":"en","primary_location":{"id":"doi:10.1109/cig.2019.8848071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2019.8848071","pdf_url":null,"source":{"id":"https://openalex.org/S4306498491","display_name":"2019 IEEE Conference on Games (CoG)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Conference on Games (CoG)","raw_type":"proceedings-article"},"type":"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/A5041698869","display_name":"Vanessa Volz","orcid":"https://orcid.org/0000-0002-4919-4374"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Vanessa Volz","raw_affiliation_strings":["Game AI research group, Queen Mary University, London, UK"],"affiliations":[{"raw_affiliation_string":"Game AI research group, Queen Mary University, London, UK","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070705949","display_name":"Boris Naujoks","orcid":"https://orcid.org/0000-0002-8969-4795"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Boris Naujoks","raw_affiliation_strings":["Game AI research group, Queen Mary University, London, UK"],"affiliations":[{"raw_affiliation_string":"Game AI research group, Queen Mary University, London, UK","institution_ids":["https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041698869"],"corresponding_institution_ids":["https://openalex.org/I166337079"],"apc_list":null,"apc_paid":null,"fwci":0.1312,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.497515,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9998999834060669,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.9998999834060669,"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":0.9973999857902527,"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/T11197","display_name":"Digital Games and Media","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7781645059585571},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7233485579490662},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6698918342590332},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.47880467772483826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3958195447921753},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3585469424724579},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35132086277008057},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3301554322242737},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32277196645736694},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.08841222524642944},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07638013362884521},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06046193838119507}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7781645059585571},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7233485579490662},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6698918342590332},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.47880467772483826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3958195447921753},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3585469424724579},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35132086277008057},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3301554322242737},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32277196645736694},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.08841222524642944},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07638013362884521},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06046193838119507},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cig.2019.8848071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2019.8848071","pdf_url":null,"source":{"id":"https://openalex.org/S4306498491","display_name":"2019 IEEE Conference on Games (CoG)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Conference on Games (CoG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W103650626","https://openalex.org/W788042400","https://openalex.org/W1572584819","https://openalex.org/W2011974988","https://openalex.org/W2015196195","https://openalex.org/W2034806191","https://openalex.org/W2118030719","https://openalex.org/W2346665340","https://openalex.org/W2577451910","https://openalex.org/W2749807327","https://openalex.org/W2750737324","https://openalex.org/W2766447205","https://openalex.org/W2795147900","https://openalex.org/W2897852577","https://openalex.org/W2954166604","https://openalex.org/W2963653425","https://openalex.org/W2964372038","https://openalex.org/W3037305688","https://openalex.org/W6732582751","https://openalex.org/W6743756900","https://openalex.org/W6749904016","https://openalex.org/W6766050611","https://openalex.org/W7062686644"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W4312490297","https://openalex.org/W2062212388"],"abstract_inverted_index":{"The":[0],"analysis":[1,81],"of":[2,11,43,72,82,90,103],"games":[3],"or":[4],"game":[5,13,94],"content,":[6],"e.g.":[7],"in":[8,53,85,116],"the":[9,69,104,110],"context":[10],"AI-assisted":[12],"design":[14],"and":[15,45,106],"search-based":[16],"PCG,":[17],"is":[18],"often":[19],"based":[20],"on":[21,64],"playthroughs":[22],"that":[23,87],"are":[24,97],"generated":[25],"by":[26,49],"simulating":[27,50],"human":[28,51,91],"decisions":[29,52,92],"using":[30],"AI":[31],"players.":[32],"With":[33],"this":[34,54,57],"paper,":[35],"we":[36,59],"hope":[37],"to":[38,67,99],"encourage":[39],"more":[40],"systematic":[41],"analyses":[42],"uncertainties":[44,112],"errors":[46],"potentially":[47],"introduced":[48],"context.":[55],"To":[56],"end,":[58],"conduct":[60],"a":[61],"case":[62],"study":[63],"StarCraft":[65],"II":[66],"demonstrate":[68,100],"potential":[70],"effects":[71],"these":[73],"uncertainties.":[74],"We":[75,96],"construct":[76],"two":[77],"usecases":[78],"from":[79],"an":[80],"existing":[83],"approaches":[84],"research":[86],"employ":[88],"simulations":[89,105],"through":[93],"AI.":[95],"able":[98],"large":[101],"impacts":[102],"finally":[107],"discuss":[108],"how":[109],"resulting":[111],"can":[113],"be":[114],"controlled":[115],"future":[117],"work.":[118]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}