{"id":"https://openalex.org/W2031124408","doi":"https://doi.org/10.1109/cig.2012.6374134","title":"Noise tolerance for real-time evolutionary learning of cooperative predator-prey strategies","display_name":"Noise tolerance for real-time evolutionary learning of cooperative predator-prey strategies","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W2031124408","doi":"https://doi.org/10.1109/cig.2012.6374134","mag":"2031124408"},"language":"en","primary_location":{"id":"doi:10.1109/cig.2012.6374134","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2012.6374134","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Conference on Computational Intelligence and Games (CIG)","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/A5040852581","display_name":"Mark Wittkamp","orcid":null},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Mark Wittkamp","raw_affiliation_strings":["University of Western Australia, Perth, Australia"],"affiliations":[{"raw_affiliation_string":"University of Western Australia, Perth, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035828142","display_name":"Luigi Barone","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luigi Barone","raw_affiliation_strings":["School of Computer Science and Software Engineering"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110209514","display_name":"Philip Hingston","orcid":null},"institutions":[{"id":"https://openalex.org/I12079687","display_name":"Edith Cowan University","ror":"https://ror.org/05jhnwe22","country_code":"AU","type":"education","lineage":["https://openalex.org/I12079687"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Philip Hingston","raw_affiliation_strings":["Edith Cowan University, Perth, Australia"],"affiliations":[{"raw_affiliation_string":"Edith Cowan University, Perth, Australia","institution_ids":["https://openalex.org/I12079687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026090443","display_name":"Lyndon While","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lyndon While","raw_affiliation_strings":["School of Computer Science and Software Engineering"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040852581"],"corresponding_institution_ids":["https://openalex.org/I177877127"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09756185,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","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/T11975","display_name":"Evolutionary Algorithms and Applications","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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.998199999332428,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9937000274658203,"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/noise","display_name":"Noise (video)","score":0.75031578540802},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.686277449131012},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5788208842277527},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.5559739470481873},{"id":"https://openalex.org/keywords/predation","display_name":"Predation","score":0.549998939037323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4962638020515442},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4552544355392456},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44995102286338806},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4393460750579834},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3638153076171875},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.17674320936203003},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14668738842010498},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12625715136528015},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08824595808982849}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.75031578540802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.686277449131012},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5788208842277527},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.5559739470481873},{"id":"https://openalex.org/C188382862","wikidata":"https://www.wikidata.org/wiki/Q170430","display_name":"Predation","level":2,"score":0.549998939037323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4962638020515442},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4552544355392456},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44995102286338806},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4393460750579834},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3638153076171875},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.17674320936203003},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14668738842010498},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12625715136528015},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08824595808982849},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","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},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/cig.2012.6374134","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cig.2012.6374134","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Conference on Computational Intelligence and Games (CIG)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/96b39807-03ce-46c7-a14b-c1594e17e87d","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/96b39807-03ce-46c7-a14b-c1594e17e87d","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wittkamp , M , Barone , L , Hingston , P & While , L 2012 , Noise Tolerance for Real-time Evolutionary Learning of Cooperative Predator-Prey Strategies . in Computational Intelligence and Games (CIG), 2012 IEEE Conference on . vol. 1 , IEEE, Institute of Electrical and Electronics Engineers , USA , pp. 25-32 , 2012 IEEE Conference on Computational Intelligence and Games (CIG) , Granada , Spain , 11/09/12 . https://doi.org/10.1109/CIG.2012.6374134","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:ro.ecu.edu.au:ecuworks2012-1199","is_oa":false,"landing_page_url":"https://ro.ecu.edu.au/ecuworks2012/200","pdf_url":null,"source":{"id":"https://openalex.org/S2765015692","display_name":"Australasian Journal of Paramedicine","issn_l":"2202-7270","issn":["2202-7270"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ECU Publications 2012","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.978.7269","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.978.7269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ro.ecu.edu.au/cgi/viewcontent.cgi?article%3D1199%26context%3Decuworks2012","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1011648524","https://openalex.org/W1497969960","https://openalex.org/W1537055860","https://openalex.org/W1797409058","https://openalex.org/W1886769887","https://openalex.org/W2022778896","https://openalex.org/W2034587361","https://openalex.org/W2092049209","https://openalex.org/W2098246165","https://openalex.org/W2111935653","https://openalex.org/W2112036188","https://openalex.org/W2116508441","https://openalex.org/W2118086740","https://openalex.org/W2124003876","https://openalex.org/W4285719527","https://openalex.org/W6626272025","https://openalex.org/W6629957301"],"related_works":["https://openalex.org/W4376636461","https://openalex.org/W2431956656","https://openalex.org/W2115185993","https://openalex.org/W2564087297","https://openalex.org/W2118545552","https://openalex.org/W4376099541","https://openalex.org/W1874274327","https://openalex.org/W4379615226","https://openalex.org/W4236132388","https://openalex.org/W2153758088"],"abstract_inverted_index":{"Learning":[0],"team-based":[1],"strategies":[2,36,155],"in":[3,12,21,37,76,85,102,128,137,145,169],"real-time":[4,38,165],"is":[5],"a":[6,43,57,63,111,131],"difficult":[7],"task,":[8],"much":[9],"more":[10],"so":[11],"the":[13,22,53,67,81,86,90,103,114,120,138,146,153,161,164,170],"presence":[14,82,147],"of":[15,32,59,69,72,83,92,105,113,119,140,143,148,163,172],"noise.":[16,151,173],"In":[17,80],"our":[18,50,77,99,141],"previous":[19],"work":[20,51],"Prey":[23],"and":[24,84,110,134],"Predators":[25],"domain":[26],"we":[27,95],"introduced":[28],"an":[29],"algorithm":[30],"capable":[31],"evolving":[33],"cooperative":[34],"team":[35,58,142,166],"using":[39],"fitness":[40],"evaluations":[41],"against":[42],"perfect":[44],"opponent":[45,73,149],"model.":[46],"This":[47],"paper":[48],"continues":[49],"within":[52],"same":[54],"domain,":[55],"training":[56],"predators":[60,144],"to":[61,88,98],"capture":[62],"prey.":[64],"We":[65],"investigate":[66],"effect":[68],"varying":[70],"degrees":[71],"model":[74,150],"noise":[75,94],"learning":[78,167],"system.":[79],"effort":[87],"mitigate":[89],"effects":[91],"such":[93],"present":[96],"modifications":[97,121],"baseline":[100],"system":[101,168],"forms":[104],"Rescaled":[106],"Mutation,":[107],"Conservative":[108],"Replacement":[109],"combination":[112],"two":[115],"techniques.":[116],"The":[117,125],"results":[118],"are":[122],"extremely":[123],"promising.":[124],"combined":[126],"approach":[127],"particular":[129],"demonstrates":[130],"vast":[132],"improvement":[133],"decreased":[135],"variance":[136],"performance":[139,162],"Additionally,":[152],"noise-mitigating":[154],"employed":[156],"do":[157],"not":[158],"adversely":[159],"affect":[160],"absence":[171]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}