{"id":"https://openalex.org/W2650644982","doi":"https://doi.org/10.1109/eais.2017.7954840","title":"Combining evolutionary algorithms and case-based reasoning for learning high-quality shooting strategies in AI birds","display_name":"Combining evolutionary algorithms and case-based reasoning for learning high-quality shooting strategies in AI birds","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2650644982","doi":"https://doi.org/10.1109/eais.2017.7954840","mag":"2650644982"},"language":"en","primary_location":{"id":"doi:10.1109/eais.2017.7954840","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2017.7954840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Evolving and Adaptive Intelligent Systems (EAIS)","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/A5030430209","display_name":"Suleyman Gemici","orcid":null},"institutions":[{"id":"https://openalex.org/I5237613","display_name":"Frankfurt University of Applied Sciences","ror":"https://ror.org/02r625m11","country_code":"DE","type":"education","lineage":["https://openalex.org/I5237613"]},{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Suleyman Gemici","raw_affiliation_strings":["Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016014514","display_name":"Thomas Gabel","orcid":null},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]},{"id":"https://openalex.org/I5237613","display_name":"Frankfurt University of Applied Sciences","ror":"https://ror.org/02r625m11","country_code":"DE","type":"education","lineage":["https://openalex.org/I5237613"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Gabel","raw_affiliation_strings":["Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088548352","display_name":"Benjamin Loffler","orcid":null},"institutions":[{"id":"https://openalex.org/I5237613","display_name":"Frankfurt University of Applied Sciences","ror":"https://ror.org/02r625m11","country_code":"DE","type":"education","lineage":["https://openalex.org/I5237613"]},{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benjamin Loffler","raw_affiliation_strings":["Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102721858","display_name":"Alaa Tharwat","orcid":"https://orcid.org/0000-0003-4204-4506"},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]},{"id":"https://openalex.org/I5237613","display_name":"Frankfurt University of Applied Sciences","ror":"https://ror.org/02r625m11","country_code":"DE","type":"education","lineage":["https://openalex.org/I5237613"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alaa Tharwat","raw_affiliation_strings":["Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I5237613","https://openalex.org/I114090438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030430209"],"corresponding_institution_ids":["https://openalex.org/I114090438","https://openalex.org/I5237613"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0678781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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":0.9995999932289124,"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":0.9995999932289124,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9986000061035156,"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":0.9983000159263611,"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/leverage","display_name":"Leverage (statistics)","score":0.800533652305603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6950603723526001},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6180382370948792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6123813986778259},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5583265423774719},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4859215319156647},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4654940068721771},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42903029918670654},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38421696424484253},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07592746615409851}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.800533652305603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6950603723526001},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6180382370948792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6123813986778259},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5583265423774719},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4859215319156647},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4654940068721771},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42903029918670654},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38421696424484253},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07592746615409851},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eais.2017.7954840","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2017.7954840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1527100270","https://openalex.org/W1559956479","https://openalex.org/W1576660662","https://openalex.org/W1760746696","https://openalex.org/W1901185667","https://openalex.org/W2110232929","https://openalex.org/W2126385963","https://openalex.org/W2142183404","https://openalex.org/W2169558102","https://openalex.org/W2235047952","https://openalex.org/W2293154064","https://openalex.org/W2405158777","https://openalex.org/W2480209617","https://openalex.org/W2575396013","https://openalex.org/W2598218463","https://openalex.org/W3150970803","https://openalex.org/W4293517721","https://openalex.org/W4301173492","https://openalex.org/W6676311297","https://openalex.org/W6686996450","https://openalex.org/W6696926591","https://openalex.org/W6732618374"],"related_works":["https://openalex.org/W1765898577","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W3041827036","https://openalex.org/W1993493607","https://openalex.org/W2021957875","https://openalex.org/W2802808995"],"abstract_inverted_index":{"Self-adaptation":[0],"and":[1,24],"the":[2,48],"ability":[3],"to":[4,28,35,45],"assimilate":[5],"new":[6],"knowledge":[7],"are":[8],"two":[9],"fundamental":[10],"characteristics":[11],"of":[12],"intelligent":[13],"systems.":[14],"In":[15],"this":[16],"paper":[17],"we":[18],"leverage":[19],"methods":[20],"from":[21,25],"evolutionary":[22],"optimization":[23],"case-based":[26],"reasoning":[27],"construct":[29],"an":[30],"agent":[31],"that":[32,41],"is":[33,43],"able":[34,44],"evolve":[36],"in":[37],"such":[38],"a":[39],"way":[40],"it":[42],"successfully":[46],"master":[47],"popular":[49],"video":[50],"game":[51],"Angry":[52],"Birds.":[53]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}