{"id":"https://openalex.org/W1962035548","doi":"https://doi.org/10.5555/771141.771161","title":"Using reinforcement learning to introduce artificial intelligence in the CS curriculum","display_name":"Using reinforcement learning to introduce artificial intelligence in the CS curriculum","publication_year":2002,"publication_date":"2002-10-01","ids":{"openalex":"https://openalex.org/W1962035548","doi":"https://doi.org/10.5555/771141.771161","mag":"1962035548"},"language":"en","primary_location":{"id":"mag:1962035548","doi":"https://doi.org/10.5555/771141.771161","is_oa":false,"landing_page_url":"https://www.csc.depauw.edu/~sthede/research/ccsc02.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S56112914","display_name":"Journal of computing sciences in colleges","issn_l":"1937-4763","issn":["1937-4763","1937-4771"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4361727485","host_organization_name":"Consortium for Computing Sciences in Colleges","host_organization_lineage":["https://openalex.org/P4361727485"],"host_organization_lineage_names":["Consortium for Computing Sciences in Colleges"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of computing sciences in colleges","raw_type":null},"parent_works":[],"lineage":["https://openalex.org/W1962035548"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":[],"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/A5062717357","display_name":"Scott M. Thede","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I12113309","display_name":"DePauw University","ror":"https://ror.org/02mks6v46","country_code":"US","type":"education","lineage":["https://openalex.org/I12113309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Scott M. Thede","raw_affiliation_strings":["Department of Computer Science, DePauw University, Greencastle, Indiana"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, DePauw University, Greencastle, Indiana","institution_ids":["https://openalex.org/I12113309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5062717357"],"corresponding_institution_ids":["https://openalex.org/I12113309"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"18","issue":"1","first_page":"107","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10533","display_name":"Teaching and Learning Programming","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11299","display_name":"Problem and Project Based Learning","score":0.0038999998942017555,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14335","display_name":"Educational Robotics and Engineering","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"reinforcement learning","score":0.9980000257492065},{"id":"https://openalex.org/keywords/artificial-intelligence-in-education","display_name":"artificial intelligence in education","score":0.9350000023841858},{"id":"https://openalex.org/keywords/computer-science-curriculum","display_name":"computer science curriculum","score":0.9919999837875366},{"id":"https://openalex.org/keywords/game-agents","display_name":"game-playing agents","score":0.7540000081062317},{"id":"https://openalex.org/keywords/reward-and-punishment","display_name":"reward and punishment","score":0.7390000224113464},{"id":"https://openalex.org/keywords/arrays","display_name":"arrays","score":0.6330000162124634}],"concepts":[{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.7858604192733765},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7592297792434692},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7032417058944702},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6431732177734375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46100208163261414},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.45843133330345154},{"id":"https://openalex.org/C3020701032","wikidata":"https://www.wikidata.org/wiki/Q7889","display_name":"Computer game","level":2,"score":0.42406585812568665},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3858446180820465},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35784757137298584},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.257612407207489},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12420690059661865},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.09570920467376709},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08555060625076294},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:1962035548","doi":"https://doi.org/10.5555/771141.771161","is_oa":false,"landing_page_url":"https://www.csc.depauw.edu/~sthede/research/ccsc02.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S56112914","display_name":"Journal of computing sciences in colleges","issn_l":"1937-4763","issn":["1937-4763","1937-4771"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4361727485","host_organization_name":"Consortium for Computing Sciences in Colleges","host_organization_lineage":["https://openalex.org/P4361727485"],"host_organization_lineage_names":["Consortium for Computing Sciences in Colleges"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of computing sciences in colleges","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8278999924659729,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2122410182","https://openalex.org/W2131600418"],"related_works":["https://openalex.org/W4391561978","https://openalex.org/W1912882158","https://openalex.org/W2122087366","https://openalex.org/W3124212805","https://openalex.org/W2397481224","https://openalex.org/W3023228021","https://openalex.org/W7100594583","https://openalex.org/W1567629466"],"abstract_inverted_index":{"There":[0,67],"are":[1,68],"many":[2],"interesting":[3],"topics":[4],"in":[5],"artificial":[6],"intelligence":[7],"that":[8,72],"would":[9],"be":[10,27,74,97],"useful":[11],"to":[12,29,52],"stimulate":[13],"student":[14],"interest":[15],"at":[16,76],"various":[17],"levels":[18,78],"of":[19,34,63,79,90],"the":[20,80],"computer":[21,35,49,81],"science":[22,82],"curriculum.":[23,83],"They":[24],"can":[25,73],"also":[26],"used":[28,75],"illustrate":[30],"some":[31],"basic":[32],"concepts":[33],"science,":[36],"such":[37,41],"as":[38],"arrays.":[39],"One":[40],"topic":[42],"is":[43],"reinforcement":[44,69,91],"learning":[45,70,92],"-":[46],"teaching":[47],"a":[48,54,61,87],"program":[50],"how":[51,94],"play":[53],"game":[55],"or":[56],"traverse":[57],"an":[58],"environment":[59],"using":[60],"system":[62],"rewards":[64],"and":[65,93],"punishments.":[66],"projects":[71],"all":[77],"This":[84],"paper":[85],"describes":[86],"few":[88],"examples":[89],"they":[95],"might":[96],"used.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2016-06-24T00:00:00"}
