{"id":"https://openalex.org/W4407771254","doi":"https://doi.org/10.1145/3641554.3701907","title":"TrainYourSnakeAI: A Novel Tool to Teach Reinforcement Learning to Middle School Students","display_name":"TrainYourSnakeAI: A Novel Tool to Teach Reinforcement Learning to Middle School Students","publication_year":2025,"publication_date":"2025-02-12","ids":{"openalex":"https://openalex.org/W4407771254","doi":"https://doi.org/10.1145/3641554.3701907"},"language":"en","primary_location":{"id":"doi:10.1145/3641554.3701907","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641554.3701907","pdf_url":null,"source":null,"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3641554.3701907","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084084460","display_name":"C. Hinojosa","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Cesar Hinojosa","raw_affiliation_strings":["The University of Texas at San Antonio, San Antonio, Texas, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio, San Antonio, Texas, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089133071","display_name":"Priyanka Kumar","orcid":"https://orcid.org/0000-0002-8598-7849"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]},{"id":"https://openalex.org/I114580094","display_name":"The University of Texas of the Permian Basin","ror":"https://ror.org/051smbs96","country_code":"US","type":"education","lineage":["https://openalex.org/I114580094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priyanka Kumar","raw_affiliation_strings":["The University of Texas at San Antonio, San Antonio, Texas, USA, &amp; The University of Texas Permian Basin, Odessa, Texas, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio, San Antonio, Texas, USA, &amp; The University of Texas Permian Basin, Odessa, Texas, USA","institution_ids":["https://openalex.org/I114580094","https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116254951","display_name":"Pragathi Durga Rajarajan","orcid":null},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pragathi Durga Rajarajan","raw_affiliation_strings":["The University of Texas at San Antonio, San Antonio, Texas, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio, San Antonio, Texas, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053927453","display_name":"Fred Martin","orcid":"https://orcid.org/0000-0003-2723-5611"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fred Martin","raw_affiliation_strings":["The University of Texas at San Antonio, San Antonio, Texas, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio, San Antonio, Texas, USA","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084084460"],"corresponding_institution_ids":["https://openalex.org/I45438204"],"apc_list":null,"apc_paid":null,"fwci":29.4929,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.99613234,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"506","last_page":"512"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10826","display_name":"Behavioral and Psychological Studies","score":0.8830000162124634,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10826","display_name":"Behavioral and Psychological Studies","score":0.8830000162124634,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6981717348098755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6061781644821167},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5889953374862671},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.5312537550926208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3326111435890198},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24647840857505798},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.057084083557128906}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6981717348098755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6061781644821167},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5889953374862671},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.5312537550926208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3326111435890198},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24647840857505798},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.057084083557128906}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641554.3701907","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641554.3701907","pdf_url":null,"source":null,"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3641554.3701907","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641554.3701907","pdf_url":null,"source":null,"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2474541458","https://openalex.org/W2889665471","https://openalex.org/W2965058023","https://openalex.org/W3029022390","https://openalex.org/W3033552209","https://openalex.org/W3033882778","https://openalex.org/W3135354507","https://openalex.org/W3174968969","https://openalex.org/W3176267907","https://openalex.org/W3216656735","https://openalex.org/W4223982870","https://openalex.org/W4283464624","https://openalex.org/W4283800131","https://openalex.org/W4317502099","https://openalex.org/W4377234041","https://openalex.org/W4390906007","https://openalex.org/W4392542476","https://openalex.org/W4392564662"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4310083477","https://openalex.org/W2328553770","https://openalex.org/W2920061524","https://openalex.org/W1977959518","https://openalex.org/W2038908348","https://openalex.org/W2107890255","https://openalex.org/W2106552856"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"(AI)":[2],"is":[3,10,38,48,80],"growing":[4],"rapidly":[5],"in":[6,13,23,183],"our":[7,14,154,174],"society":[8],"and":[9,27,35,42,50,124,137,146,170,199],"now":[11],"apparent":[12],"day-to-day":[15],"lives.":[16],"With":[17],"the":[18,66,89,105,108,111,117,149,194,205,208,217],"recent":[19],"burst":[20],"of":[21,107,143,180,196,210,216,234],"interest":[22],"AI,":[24],"many":[25],"individuals":[26],"children":[28,63],"may":[29],"view":[30],"AI":[31,47,85,144],"as":[32],"something":[33],"mystic":[34],"magical.":[36],"It":[37],"important":[39],"to":[40,44,64,82,87,115,120,166,192,230],"demystify":[41],"introduce":[43,116],"them":[45],"how":[46,78,125,200],"made":[49],"works.":[51],"To":[52],"address":[53],"this":[54,152],"need,":[55],"we":[56,103,113,126,161],"developed":[57],"a":[58,70,177],"software":[59,93],"application":[60,175],"that":[61,188,214],"allows":[62],"specify":[65],"parameters":[67],"used":[68,81,114],"by":[69],"Reinforcement":[71],"Learning":[72],"(RL)":[73],"algorithm.":[74],"Then":[75],"students":[76,134,189,219],"experience":[77],"RL":[79,235],"train":[83],"an":[84,163],"model":[86],"play":[88],"game":[90],"\"Snake.\"":[91],"This":[92],"tool":[94,165],"was":[95],"tested":[96],"with":[97,225],"71":[98],"middle":[99,121],"school-age":[100],"students.":[101],"Here,":[102],"describe":[104],"design":[106],"TrainYourSnakeAI":[109],"application,":[110],"approach":[112],"associated":[118],"ideas":[119],"school":[122],"children,":[123],"assessed":[127],"student":[128],"learning.":[129],"Qualitative":[130],"data":[131],"collected":[132],"from":[133,204],"are":[135],"presented":[136],"discussed.":[138],"We":[139,212],"surveyed":[140],"their":[141],"knowledge":[142],"before":[145],"after":[147,236],"using":[148,173,207,237],"application.":[150],"In":[151],"work,":[153],"research":[155],"questions":[156],"were:":[157],"(RQ1)":[158],"How":[159],"can":[160,202],"create":[162],"engaging":[164],"teach":[167],"reinforcement":[168,181],"learning?":[169],"(RQ2)":[171],"Does":[172],"foster":[176],"stronger":[178],"understanding":[179],"learning":[182],"children?":[184],"Our":[185],"findings":[186],"indicate":[187],"were":[190,221,228],"able":[191,229],"understand":[193],"functionality":[195],"reward":[197],"functions":[198],"agents":[201],"learn":[203],"environment":[206],"concept":[209],"RL.":[211],"found":[213],"out":[215],"51":[218],"who":[220],"not":[222],"previously":[223],"familiar":[224],"RL,":[226],"40":[227],"provide":[231],"adequate":[232],"descriptions":[233],"TrainYourSnakeAI.":[238]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
