{"id":"https://openalex.org/W3119476511","doi":"https://doi.org/10.1109/ssci47803.2020.9308303","title":"Playing Mega Man II with Neuroevolution","display_name":"Playing Mega Man II with Neuroevolution","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3119476511","doi":"https://doi.org/10.1109/ssci47803.2020.9308303","mag":"3119476511"},"language":"en","primary_location":{"id":"doi:10.1109/ssci47803.2020.9308303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci47803.2020.9308303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium Series on Computational Intelligence (SSCI)","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/A5018263115","display_name":"Fernando Ishikawa","orcid":null},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fernando Ishikawa","raw_affiliation_strings":["Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), Santo Andr\u00e9, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), Santo Andr\u00e9, Brasil","institution_ids":["https://openalex.org/I71715416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059094166","display_name":"Leandro Z. Trovoes","orcid":null},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro Z. Trovoes","raw_affiliation_strings":["Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), Santo Andr\u00e9, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), Santo Andr\u00e9, Brasil","institution_ids":["https://openalex.org/I71715416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113035045","display_name":"Leonardo Tadeu do Carmo","orcid":null},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo Carmo","raw_affiliation_strings":["Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), Santo Andr\u00e9, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), Santo Andr\u00e9, Brasil","institution_ids":["https://openalex.org/I71715416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010769668","display_name":"Fabr\u00edcio Olivetti de Fran\u00e7a","orcid":"https://orcid.org/0000-0002-2741-8736"},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabricio Olivetti de Franca","raw_affiliation_strings":["Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), Santo Andr\u00e9, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), Santo Andr\u00e9, Brasil","institution_ids":["https://openalex.org/I71715416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063873307","display_name":"Denis G. Fantinato","orcid":"https://orcid.org/0000-0002-5009-3431"},"institutions":[{"id":"https://openalex.org/I71715416","display_name":"Universidade Federal do ABC","ror":"https://ror.org/028kg9j04","country_code":"BR","type":"education","lineage":["https://openalex.org/I71715416"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Denis G. Fantinato","raw_affiliation_strings":["Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), Santo Andr\u00e9, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Mathematics, Computing and Cognition (CMCC), Federal University of ABC (UFABC), Santo Andr\u00e9, Brasil","institution_ids":["https://openalex.org/I71715416"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I71715416"],"apc_list":null,"apc_paid":null,"fwci":0.1354,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59079273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"2359","last_page":"2364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9988999962806702,"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":0.9988999962806702,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9898999929428101,"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/neuroevolution","display_name":"Neuroevolution","score":0.9428449273109436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7305487990379333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6840636730194092},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6224113702774048},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.591002345085144},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.5254209041595459},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5004675388336182},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.47667956352233887},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45542827248573303},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4391511380672455},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4137364625930786}],"concepts":[{"id":"https://openalex.org/C118070581","wikidata":"https://www.wikidata.org/wiki/Q2060528","display_name":"Neuroevolution","level":3,"score":0.9428449273109436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7305487990379333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6840636730194092},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6224113702774048},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.591002345085144},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.5254209041595459},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5004675388336182},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.47667956352233887},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45542827248573303},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4391511380672455},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4137364625930786},{"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci47803.2020.9308303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci47803.2020.9308303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W170196830","https://openalex.org/W1549015662","https://openalex.org/W1569512666","https://openalex.org/W1582046617","https://openalex.org/W1601795611","https://openalex.org/W1608391772","https://openalex.org/W1659842140","https://openalex.org/W1663973292","https://openalex.org/W1674110665","https://openalex.org/W1779246287","https://openalex.org/W1809430181","https://openalex.org/W2022740958","https://openalex.org/W2076103977","https://openalex.org/W2097351860","https://openalex.org/W2111935653","https://openalex.org/W2118044993","https://openalex.org/W2124290836","https://openalex.org/W2134119260","https://openalex.org/W2159283652","https://openalex.org/W2170588376","https://openalex.org/W2170672026","https://openalex.org/W2171658832","https://openalex.org/W2250904038","https://openalex.org/W2336025469","https://openalex.org/W2342292876","https://openalex.org/W2557342002","https://openalex.org/W2623293810","https://openalex.org/W2995687049","https://openalex.org/W3099264534","https://openalex.org/W4236415216","https://openalex.org/W4316335551","https://openalex.org/W6607005992","https://openalex.org/W6634944888","https://openalex.org/W6638484867","https://openalex.org/W6703286779"],"related_works":["https://openalex.org/W2168909409","https://openalex.org/W2144357723","https://openalex.org/W2950402165","https://openalex.org/W2114981325","https://openalex.org/W4302038648","https://openalex.org/W2099397840","https://openalex.org/W2088798842","https://openalex.org/W1551302182","https://openalex.org/W1602435588","https://openalex.org/W1974150877"],"abstract_inverted_index":{"The":[0],"problem":[1],"of":[2,13,56,64,90,96,99,107,113,128,135,151,156],"developing":[3],"Game-Playing":[4],"Agents":[5],"provides":[6],"a":[7,39,54,61,92,105,124,129,136],"controlled":[8],"environment":[9],"with":[10,60,66,87],"varying":[11],"levels":[12],"difficulty":[14],"in":[15,85],"order":[16],"to":[17],"test":[18],"different":[19,57,67],"Artificial":[20],"Intelligence":[21,84],"algorithms.":[22],"A":[23],"recently":[24],"proposed":[25],"framework":[26],"for":[27],"testing":[28],"such":[29],"algorithms":[30],"is":[31,111],"called":[32,44],"EvoMan":[33],"and":[34,41,148],"was":[35,149],"created":[36],"based":[37,117],"on":[38,82,104,118,145],"classic":[40],"challenging":[42],"game":[43],"MegaMan":[45],"II.":[46],"In":[47],"this":[48],"framework,":[49],"the":[50,73,79,88,100,119,133,142,146,153],"agent":[51],"must":[52],"defeat":[53],"number":[55],"enemies":[58],"equipped":[59],"diverse":[62],"set":[63,155],"weapons":[65],"behaviors.":[68],"This":[69],"paper":[70],"follows":[71],"up":[72],"Evoman:":[74],"Game-playing":[75],"Competition":[76],"hosted":[77],"at":[78],"World":[80],"Conference":[81],"Computational":[83],"2020":[86],"objective":[89],"finding":[91],"general":[93],"strategy":[94],"capable":[95,150],"defeating":[97,152],"all":[98],"bosses":[101],"training":[102],"only":[103],"subset":[106],"those.":[108],"Our":[109,139],"approach":[110],"composed":[112,127],"manually":[114],"crafted":[115],"inputs":[116],"available":[120],"sensors":[121],"fed":[122],"into":[123],"Neuroevolution":[125],"algorithm":[126],"Genetic":[130],"Algorithm":[131],"evolving":[132],"weights":[134],"Multilayer":[137],"Perceptron.":[138],"results":[140],"obtained":[141],"first":[143],"place":[144],"competition":[147],"entire":[154],"enemies.":[157]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}