{"id":"https://openalex.org/W4200269483","doi":"https://doi.org/10.1145/3487075.3487094","title":"Infrared Air Combat Simulation Model for Deep Reinforcement Learning","display_name":"Infrared Air Combat Simulation Model for Deep Reinforcement Learning","publication_year":2021,"publication_date":"2021-10-19","ids":{"openalex":"https://openalex.org/W4200269483","doi":"https://doi.org/10.1145/3487075.3487094"},"language":"en","primary_location":{"id":"doi:10.1145/3487075.3487094","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487075.3487094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Computer Science and Application Engineering","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/A5032208595","display_name":"Conghui Huang","orcid":"https://orcid.org/0000-0003-4776-1715"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Conghui Huang","raw_affiliation_strings":["College of Aeronautical Engineering, Air Force Engineering University, China"],"affiliations":[{"raw_affiliation_string":"College of Aeronautical Engineering, Air Force Engineering University, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010543555","display_name":"Chaozhe Wang","orcid":"https://orcid.org/0009-0003-4678-0794"},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaozhe Wang","raw_affiliation_strings":["College of Aeronautical Engineering, Air Force Engineering University, China"],"affiliations":[{"raw_affiliation_string":"College of Aeronautical Engineering, Air Force Engineering University, China","institution_ids":["https://openalex.org/I4210104252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109304215","display_name":"Qi Tong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104252","display_name":"Air Force Engineering University","ror":"https://ror.org/00seraz22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Tong","raw_affiliation_strings":["College of Equipment Management and UAV Engineering, Air Force Engineering University, China"],"affiliations":[{"raw_affiliation_string":"College of Equipment Management and UAV Engineering, Air Force Engineering University, China","institution_ids":["https://openalex.org/I4210104252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032208595"],"corresponding_institution_ids":["https://openalex.org/I4210104252"],"apc_list":null,"apc_paid":null,"fwci":0.34,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75159412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12158","display_name":"Guidance and Control Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12158","display_name":"Guidance and Control Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13371","display_name":"Military Defense Systems Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9656000137329102,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/missile","display_name":"Missile","score":0.7381208539009094},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6951309442520142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6135854721069336},{"id":"https://openalex.org/keywords/air-combat","display_name":"Air combat","score":0.5798463225364685},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5487412810325623},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.5370219349861145},{"id":"https://openalex.org/keywords/jamming","display_name":"Jamming","score":0.4995288848876953},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.4941289722919464},{"id":"https://openalex.org/keywords/missile-guidance","display_name":"Missile guidance","score":0.4563771188259125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34179186820983887},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31884628534317017},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.20931464433670044}],"concepts":[{"id":"https://openalex.org/C2778857364","wikidata":"https://www.wikidata.org/wiki/Q974850","display_name":"Missile","level":2,"score":0.7381208539009094},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6951309442520142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6135854721069336},{"id":"https://openalex.org/C2988296547","wikidata":"https://www.wikidata.org/wiki/Q471145","display_name":"Air combat","level":2,"score":0.5798463225364685},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5487412810325623},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.5370219349861145},{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.4995288848876953},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.4941289722919464},{"id":"https://openalex.org/C522053795","wikidata":"https://www.wikidata.org/wiki/Q2335090","display_name":"Missile guidance","level":3,"score":0.4563771188259125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34179186820983887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31884628534317017},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.20931464433670044},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3487075.3487094","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487075.3487094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Computer Science and Application Engineering","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":4,"referenced_works":["https://openalex.org/W2202958584","https://openalex.org/W2889372332","https://openalex.org/W2974333619","https://openalex.org/W2982316857"],"related_works":["https://openalex.org/W2383389436","https://openalex.org/W2371450404","https://openalex.org/W3003268809","https://openalex.org/W2552597594","https://openalex.org/W1902739163","https://openalex.org/W2355660826","https://openalex.org/W2743156672","https://openalex.org/W26037789","https://openalex.org/W3214915302","https://openalex.org/W2096916660"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,16,24,28,34,44,51,67,73,76,96,103],"problem":[3],"of":[4,30,37,50,66,75,89,107],"lacking":[5],"credible":[6],"and":[7,47,60,72,82,86,105],"realistic":[8],"infrared":[9,38,54,115],"air":[10,39,116],"combat":[11,40,117],"simulation":[12,31,41,68,84,97],"platform":[13],"for":[14,27,102],"applying":[15],"deep":[17,111],"reinforcement":[18,112],"learning":[19,113],"method,":[20],"this":[21],"paper":[22],"explored":[23],"design":[25],"requirements":[26],"construction":[29],"system,":[32,42],"built":[33],"overall":[35],"architecture":[36],"described":[43],"structure,":[45],"principle":[46],"working":[48],"process":[49],"fighter":[52],"jet,":[53],"air-to-air":[55],"missile,":[56],"point":[57],"source":[58],"decoy":[59],"environment":[61],"model.":[62],"The":[63],"implementation":[64],"method":[65],"system":[69,77,98],"was":[70,78],"given,":[71],"credibility":[74],"verified":[79],"through":[80],"attack":[81],"defense":[83],"examples":[85],"error":[87],"analysis":[88],"missile":[90],"anti-jamming":[91],"probability,":[92],"which":[93],"indicated":[94],"that":[95],"can":[99],"be":[100],"used":[101],"training":[104],"testing":[106],"agents":[108],"based":[109],"on":[110],"in":[114],"scenarios.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}