{"id":"https://openalex.org/W4368283025","doi":"https://doi.org/10.1145/3581792.3581801","title":"A Gene Expression Programming Inspired Evolution Symbiont Agent for Real-Time Strategy Generation","display_name":"A Gene Expression Programming Inspired Evolution Symbiont Agent for Real-Time Strategy Generation","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4368283025","doi":"https://doi.org/10.1145/3581792.3581801"},"language":"en","primary_location":{"id":"doi:10.1145/3581792.3581801","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581792.3581801","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581792.3581801","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 5th International Conference on Computational Intelligence and Intelligent Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3581792.3581801","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061042710","display_name":"Siphesihle Sithungu","orcid":"https://orcid.org/0000-0001-8073-6998"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Siphesihle P. Sithungu","raw_affiliation_strings":["Academy of Computer Science and Software Engineering, University of Johannesburg, South Africa"],"raw_orcid":"https://orcid.org/0000-0001-8073-6998","affiliations":[{"raw_affiliation_string":"Academy of Computer Science and Software Engineering, University of Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035315454","display_name":"Elizabeth M. Ehlers","orcid":"https://orcid.org/0000-0002-7551-2233"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Elizabeth M. Ehlers","raw_affiliation_strings":["Academy of Computer Science and Software Engineering, University of Johannesburg, South Africa"],"raw_orcid":"https://orcid.org/0000-0002-7551-2233","affiliations":[{"raw_affiliation_string":"Academy of Computer Science and Software Engineering, University of Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24027795"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18780322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.9984999895095825,"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":0.9984999895095825,"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/T11674","display_name":"Sports Analytics and Performance","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9945999979972839,"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/computer-science","display_name":"Computer science","score":0.7949024438858032},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6083382368087769},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.5639207363128662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49929165840148926},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4440820813179016},{"id":"https://openalex.org/keywords/evolution-strategy","display_name":"Evolution strategy","score":0.43231356143951416},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3995665907859802},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3575342297554016},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.2941189706325531},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11310085654258728},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10578009486198425}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7949024438858032},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6083382368087769},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.5639207363128662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49929165840148926},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4440820813179016},{"id":"https://openalex.org/C207002847","wikidata":"https://www.wikidata.org/wiki/Q2912857","display_name":"Evolution strategy","level":3,"score":0.43231356143951416},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3995665907859802},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3575342297554016},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.2941189706325531},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11310085654258728},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10578009486198425}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581792.3581801","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581792.3581801","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581792.3581801","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 5th International Conference on Computational Intelligence and Intelligent Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3581792.3581801","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581792.3581801","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581792.3581801","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 5th International Conference on Computational Intelligence and Intelligent Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4368283025.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1931992032","https://openalex.org/W2056033565","https://openalex.org/W2088305047","https://openalex.org/W2119296376","https://openalex.org/W2213964012","https://openalex.org/W2319046401","https://openalex.org/W2401165888","https://openalex.org/W2502810966","https://openalex.org/W2561675875","https://openalex.org/W2568426016","https://openalex.org/W2738127235","https://openalex.org/W2898638632","https://openalex.org/W2913153455","https://openalex.org/W4392075179"],"related_works":["https://openalex.org/W4388150944","https://openalex.org/W4242235492","https://openalex.org/W4237162029","https://openalex.org/W2367268135","https://openalex.org/W1480190076","https://openalex.org/W2385701518","https://openalex.org/W4237464767","https://openalex.org/W1658340114","https://openalex.org/W3122105331","https://openalex.org/W4252295672"],"abstract_inverted_index":{"AdaptiveSGA":[0,24,44,110],"is":[1,74,90,148],"a":[2,36,98],"method":[3,70],"for":[4,93,129],"achieving":[5],"Adaptive":[6],"Game":[7,16],"Artificial":[8],"Intelligence-Based":[9],"Dynamic":[10,27],"Difficulty":[11,28],"Balancing":[12,29],"through":[13,157],"the":[14,41,55,60,65,77,81,86,94,107,116,120,126,130,168,171],"Symbiotic":[15],"Agent":[17,145],"Model.":[18],"Previous":[19],"work":[20,136],"has":[21,123],"shown":[22],"that":[23,75,103,167],"can":[25,104,111,175],"achieve":[26],"in":[30,153],"simulated":[31],"soccer":[32],"by":[33,58,140],"effectively":[34],"changing":[35],"team's":[37],"strategy":[38,84,100,128],"based":[39],"on":[40],"opponent's":[42],"performance.":[43],"pre-existing":[45,133],"strategies":[46,152,182],"and":[47],"switches":[48],"between":[49],"them":[50],"during":[51,101],"runtime":[52,102],"to":[53,64,96,149,180],"increase":[54],"game's":[56],"replayability":[57],"adapting":[59],"challenge":[61],"it":[62],"poses":[63],"human":[66,78,108,117,121],"player.":[67,109],"Although":[68],"this":[69,138],"works,":[71],"its":[72],"limitation":[73,139],"if":[76,119],"player":[79,118,122],"surpasses":[80],"most":[82],"intelligent":[83],"of":[85,132,170,184],"computer":[87],"opponent,":[88],"there":[89],"no":[91],"way":[92],"model":[95],"generate":[97,150,181],"new":[99,151],"potentially":[105],"overcome":[106,125],"only":[112],"maintain":[113],"engagement":[114],"with":[115],"not":[124],"best":[127],"pool":[131],"strategies.":[134],"Current":[135],"addresses":[137],"introducing":[141],"an":[142,186],"Evolution":[143],"Symbiont":[144],"whose":[146],"purpose":[147],"real-time":[154],"(during":[155],"gameplay)":[156],"evolutionary":[158],"mechanisms":[159],"using":[160],"Gene":[161,177],"Expression":[162,178],"Programming.":[163],"Experimental":[164],"results":[165],"show":[166],"presence":[169],"evolution":[172],"symbiont":[173],"agent":[174],"use":[176],"Programming":[179],"capable":[183],"outperforming":[185],"opposing":[187],"strategy.":[188]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
