{"id":"https://openalex.org/W7162957823","doi":"https://doi.org/10.1007/978-3-032-27272-0_31","title":"Encoding Domain Expertise in Agents: Lessons from NFL Fantasy AI","display_name":"Encoding Domain Expertise in Agents: Lessons from NFL Fantasy AI","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7162957823","doi":"https://doi.org/10.1007/978-3-032-27272-0_31"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-27272-0_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-27272-0_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5000451937","display_name":"Michael Butler","orcid":null},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael Butler","raw_affiliation_strings":["Amazon Web Services, Seattle, USA"],"raw_orcid":"https://orcid.org/0009-0009-8946-9158","affiliations":[{"raw_affiliation_string":"Amazon Web Services, Seattle, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137476665","display_name":"Henry Wang","orcid":"https://orcid.org/0009-0001-0911-4560"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henry Wang","raw_affiliation_strings":["Amazon Web Services, Seattle, USA"],"raw_orcid":"https://orcid.org/0009-0001-0911-4560","affiliations":[{"raw_affiliation_string":"Amazon Web Services, Seattle, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137474942","display_name":"Jake Lee","orcid":"https://orcid.org/0009-0001-7131-5427"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jake Lee","raw_affiliation_strings":["Amazon Web Services, Seattle, USA"],"raw_orcid":"https://orcid.org/0009-0001-7131-5427","affiliations":[{"raw_affiliation_string":"Amazon Web Services, Seattle, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126688068","display_name":"Kenton Blacutt","orcid":null},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenton Blacutt","raw_affiliation_strings":["Amazon Web Services, Seattle, USA"],"raw_orcid":"https://orcid.org/0009-0004-5821-5511","affiliations":[{"raw_affiliation_string":"Amazon Web Services, Seattle, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137476484","display_name":"Dan Volk","orcid":"https://orcid.org/0009-0008-5068-7468"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Volk","raw_affiliation_strings":["Amazon Web Services, Seattle, USA"],"raw_orcid":"https://orcid.org/0009-0008-5068-7468","affiliations":[{"raw_affiliation_string":"Amazon Web Services, Seattle, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137486103","display_name":"Mike Band","orcid":"https://orcid.org/0009-0003-7182-4293"},"institutions":[{"id":"https://openalex.org/I4210101308","display_name":"NFL Foundation","ror":"https://ror.org/01ahvm174","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210101308"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mike Band","raw_affiliation_strings":["National Football League, New York, USA"],"raw_orcid":"https://orcid.org/0009-0003-7182-4293","affiliations":[{"raw_affiliation_string":"National Football League, New York, USA","institution_ids":["https://openalex.org/I4210101308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137473447","display_name":"Diego Socolinsky","orcid":"https://orcid.org/0009-0002-7583-6366"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diego Socolinsky","raw_affiliation_strings":["Amazon Web Services, Seattle, USA"],"raw_orcid":"https://orcid.org/0009-0002-7583-6366","affiliations":[{"raw_affiliation_string":"Amazon Web Services, Seattle, USA","institution_ids":["https://openalex.org/I1311688040"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000451937"],"corresponding_institution_ids":["https://openalex.org/I1311688040"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"484","last_page":"491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.19949999451637268,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.19949999451637268,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.18060000240802765,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.1054999977350235,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/encoding","display_name":"Encoding (memory)","score":0.6607999801635742},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6320000290870667},{"id":"https://openalex.org/keywords/fantasy","display_name":"Fantasy","score":0.39430001378059387},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.2517000138759613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7973999977111816},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.6607999801635742},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6320000290870667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4494999945163727},{"id":"https://openalex.org/C534859617","wikidata":"https://www.wikidata.org/wiki/Q5434357","display_name":"Fantasy","level":2,"score":0.39430001378059387},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3702999949455261},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3621000051498413},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3531999886035919},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.2517000138759613},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23890000581741333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-27272-0_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-27272-0_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1967008562","https://openalex.org/W3027879771","https://openalex.org/W3122523122","https://openalex.org/W3168867926","https://openalex.org/W3212368439","https://openalex.org/W4221143046","https://openalex.org/W4304195432","https://openalex.org/W4320165837","https://openalex.org/W4380353763","https://openalex.org/W4390692489","https://openalex.org/W4393065402","https://openalex.org/W4399400994","https://openalex.org/W4400728177","https://openalex.org/W4402760779","https://openalex.org/W4415097693"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-06-01T00:00:00"}