{"id":"https://openalex.org/W4206479352","doi":"https://doi.org/10.1109/cog52621.2021.9619142","title":"MAP-Elites to Generate a Team of Agents that Elicits Diverse Automated Gameplay","display_name":"MAP-Elites to Generate a Team of Agents that Elicits Diverse Automated Gameplay","publication_year":2021,"publication_date":"2021-08-17","ids":{"openalex":"https://openalex.org/W4206479352","doi":"https://doi.org/10.1109/cog52621.2021.9619142"},"language":"en","primary_location":{"id":"doi:10.1109/cog52621.2021.9619142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cog52621.2021.9619142","pdf_url":null,"source":{"id":"https://openalex.org/S4363608335","display_name":"2021 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":"2021 IEEE Conference on Games (CoG)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/77821/2/Perez%20MAP-Elites%20to%20Generate%202021%20Accepted.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018217990","display_name":"Cristina Guerrero-Romero","orcid":"https://orcid.org/0000-0002-2134-7105"},"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":"Cristina Guerrero-Romero","raw_affiliation_strings":["Queen Mary University of London,School of Electronic Engineering and Computer Science,London,United Kingdom","School of Electronic Engineering and Computer Science, Queen Mary University of London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Queen Mary University of London,School of Electronic Engineering and Computer Science,London,United Kingdom","institution_ids":["https://openalex.org/I166337079"]},{"raw_affiliation_string":"School of Electronic Engineering and Computer Science, Queen Mary University of London, London, United Kingdom","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058274276","display_name":"Diego P\u00e9rez-Li\u00e9bana","orcid":"https://orcid.org/0000-0003-1958-0212"},"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":"Diego Perez-Liebana","raw_affiliation_strings":["Queen Mary University of London,School of Electronic Engineering and Computer Science,London,United Kingdom","School of Electronic Engineering and Computer Science, Queen Mary University of London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Queen Mary University of London,School of Electronic Engineering and Computer Science,London,United Kingdom","institution_ids":["https://openalex.org/I166337079"]},{"raw_affiliation_string":"School of Electronic Engineering and Computer Science, Queen Mary University of London, London, United Kingdom","institution_ids":["https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018217990"],"corresponding_institution_ids":["https://openalex.org/I166337079"],"apc_list":null,"apc_paid":null,"fwci":0.6283,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.71704992,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9901999831199646,"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/T11705","display_name":"Gambling Behavior and Treatments","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7506787776947021},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7345158457756042},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.7047551870346069},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5990564227104187},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5388113856315613},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.48810967803001404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48002782464027405},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.44229137897491455},{"id":"https://openalex.org/keywords/crowd-simulation","display_name":"Crowd simulation","score":0.4153934717178345},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4143889248371124},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14261850714683533},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11959174275398254},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09422802925109863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7506787776947021},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7345158457756042},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7047551870346069},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5990564227104187},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5388113856315613},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.48810967803001404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48002782464027405},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.44229137897491455},{"id":"https://openalex.org/C45617602","wikidata":"https://www.wikidata.org/wiki/Q465266","display_name":"Crowd simulation","level":3,"score":0.4153934717178345},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4143889248371124},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14261850714683533},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11959174275398254},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09422802925109863},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cog52621.2021.9619142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cog52621.2021.9619142","pdf_url":null,"source":{"id":"https://openalex.org/S4363608335","display_name":"2021 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":"2021 IEEE Conference on Games (CoG)","raw_type":"proceedings-article"},{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/77821","is_oa":true,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/77821","pdf_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/77821/2/Perez%20MAP-Elites%20to%20Generate%202021%20Accepted.pdf","source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":{"id":"pmh:oai:qmro.qmul.ac.uk:123456789/77821","is_oa":true,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/77821","pdf_url":"https://qmro.qmul.ac.uk/xmlui/bitstream/123456789/77821/2/Perez%20MAP-Elites%20to%20Generate%202021%20Accepted.pdf","source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6180054760","display_name":null,"funder_award_id":"IGGI EP/L015846/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4206479352.pdf","grobid_xml":"https://content.openalex.org/works/W4206479352.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W758372786","https://openalex.org/W1891427008","https://openalex.org/W2028208918","https://openalex.org/W2126316555","https://openalex.org/W2765692642","https://openalex.org/W2897242117","https://openalex.org/W2955385686","https://openalex.org/W2962878123","https://openalex.org/W2963369679","https://openalex.org/W2975737831","https://openalex.org/W2976102139","https://openalex.org/W6639645198"],"related_works":["https://openalex.org/W2884576438","https://openalex.org/W1756885467","https://openalex.org/W2905364337","https://openalex.org/W1522517976","https://openalex.org/W2034983601","https://openalex.org/W3042941765","https://openalex.org/W2560284304","https://openalex.org/W2137160709","https://openalex.org/W4206355511","https://openalex.org/W4225158767"],"abstract_inverted_index":{"The":[0,49,79,167,191,216],"objective":[1],"of":[2,14,57,63,85,137,150,164,171,174,183,198,208,213,229,243],"this":[3],"work":[4],"is":[5],"to":[6,10,23,26,43,106,140,186,221,232],"provide":[7],"a":[8,12,17,68,97,162],"procedure":[9],"generate":[11,44],"team":[13,200],"players":[15],"for":[16,34,157],"game":[18],"so":[19],"they":[20],"are":[21,52,193],"available":[22],"the":[24,40,55,61,83,86,101,111,114,123,129,135,145,154,172,184,196,199,202,206,211,214,219,223,227,236,241,244],"developer":[25],"choose":[27],"from":[28,91],"and":[29,109,121,125,161,169],"that":[30],"can":[31],"be":[32],"used":[33,81],"automated":[35,179],"gameplay.":[36],"Our":[37],"solution":[38,124],"applies":[39],"MAP-Elites":[41],"algorithm":[42,155],"agents":[45,51,175],"with":[46],"distinct":[47,148],"behaviours.":[48,190],"resulting":[50],"distributed":[53],"in":[54,113,181],"space":[56,238],"features":[58,209,224],"based":[59],"on":[60],"result":[62],"their":[64],"actions":[65],"when":[66],"playing":[67],"game:":[69],"wins,":[70],"score,":[71],"%":[72],"explored,":[73],"interactions,":[74],"kills,":[75],"items":[76],"collected,":[77],"etc.":[78],"criteria":[80],"as":[82,132,134],"performance":[84],"elites":[87],"does":[88],"not":[89],"come":[90],"how":[92],"well":[93,133],"an":[94],"agent":[95,130],"plays":[96],"game,":[98,146],"but":[99],"by":[100,195,205],"time":[102],"it":[103,105,108,116],"takes":[104],"play":[107],"determine":[110],"cell":[112],"map":[115],"falls":[117],"into.":[118],"We":[119,152],"present":[120],"implement":[122],"include":[126],"details":[127],"about":[128],"used,":[131],"list":[136],"heuristics":[138],"created":[139],"elicit":[141,187],"differentiated":[142],"behaviours":[143],"within":[144,201],"representing":[147],"types":[149],"players.":[151],"executed":[153],"implemented":[156],"three":[158],"different":[159,188],"games":[160,185],"total":[163],"33":[165],"configurations.":[166],"size":[168],"diversity":[170],"pool":[173],"generated":[176,245],"allow":[177],"running":[178],"gameplays":[180],"each":[182],"expected":[189],"options":[192],"limited":[194],"distribution":[197],"space,":[203],"given":[204],"pair":[207],"or":[210,225],"characteristics":[212,242],"game.":[215],"methodology":[217],"gives":[218],"flexibility":[220],"extend":[222],"modify":[226],"range":[228],"existing":[230],"ones":[231],"have":[233],"control":[234],"over":[235],"behavioural":[237],"and,":[239],"therefore,":[240],"team.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}