{"id":"https://openalex.org/W3210939377","doi":"https://doi.org/10.1145/3472538.3472546","title":"Meta-Learning a Solution to the Hanabi Ad-Hoc Challenge","display_name":"Meta-Learning a Solution to the Hanabi Ad-Hoc Challenge","publication_year":2021,"publication_date":"2021-08-03","ids":{"openalex":"https://openalex.org/W3210939377","doi":"https://doi.org/10.1145/3472538.3472546","mag":"3210939377"},"language":"en","primary_location":{"id":"doi:10.1145/3472538.3472546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3472538.3472546","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3472538.3472546","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 16th International Conference on the Foundations of Digital Games (FDG) 2021","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3472538.3472546","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078791335","display_name":"Aron Sarmasi","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aron Sarmasi","raw_affiliation_strings":["UC Davis, United States"],"affiliations":[{"raw_affiliation_string":"UC Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076367115","display_name":"Timothy Zhang","orcid":"https://orcid.org/0000-0002-4002-7705"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy Zhang","raw_affiliation_strings":["University of California, Davis, United States"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063779685","display_name":"Chu-Hung Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chu-Hung Cheng","raw_affiliation_strings":["UC Davis, United States"],"affiliations":[{"raw_affiliation_string":"UC Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101780016","display_name":"Huy\u00ean Pham","orcid":"https://orcid.org/0000-0002-9758-3550"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huyen Pham","raw_affiliation_strings":["UC Davis, United States"],"affiliations":[{"raw_affiliation_string":"UC Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054803240","display_name":"Xuanchen Zhou","orcid":"https://orcid.org/0000-0002-2098-7266"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuanchen Zhou","raw_affiliation_strings":["UC Davis, United States"],"affiliations":[{"raw_affiliation_string":"UC Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040660163","display_name":"Duong Nguyen","orcid":"https://orcid.org/0000-0003-1048-5825"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Duong Nguyen","raw_affiliation_strings":["University of California, Davis, United States"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015605199","display_name":"Soumil Shekdar","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soumil Shekdar","raw_affiliation_strings":["UC Davis, United States"],"affiliations":[{"raw_affiliation_string":"UC Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074848733","display_name":"J. McCoy","orcid":"https://orcid.org/0000-0002-3819-837X"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Joshua McCoy","raw_affiliation_strings":["University of California, Davis, United States"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5078791335"],"corresponding_institution_ids":["https://openalex.org/I84218800"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16163481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9976999759674072,"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":0.9976999759674072,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9969000220298767,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9894999861717224,"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/computer-science","display_name":"Computer science","score":0.8659722208976746},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7124096155166626},{"id":"https://openalex.org/keywords/meta-learning","display_name":"Meta learning (computer science)","score":0.6407001614570618},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6316723823547363},{"id":"https://openalex.org/keywords/memorization","display_name":"Memorization","score":0.5502868890762329},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.536240816116333},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.44330549240112305},{"id":"https://openalex.org/keywords/post-hoc","display_name":"Post hoc","score":0.4111140966415405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8659722208976746},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7124096155166626},{"id":"https://openalex.org/C2781002164","wikidata":"https://www.wikidata.org/wiki/Q6822311","display_name":"Meta learning (computer science)","level":3,"score":0.6407001614570618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6316723823547363},{"id":"https://openalex.org/C30038468","wikidata":"https://www.wikidata.org/wiki/Q4354775","display_name":"Memorization","level":2,"score":0.5502868890762329},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.536240816116333},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.44330549240112305},{"id":"https://openalex.org/C2992886853","wikidata":"https://www.wikidata.org/wiki/Q18381816","display_name":"Post hoc","level":2,"score":0.4111140966415405},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3472538.3472546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3472538.3472546","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3472538.3472546","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 16th International Conference on the Foundations of Digital Games (FDG) 2021","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3472538.3472546","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3472538.3472546","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3472538.3472546","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 16th International Conference on the Foundations of Digital Games (FDG) 2021","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3210939377.pdf","grobid_xml":"https://content.openalex.org/works/W3210939377.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1975463331","https://openalex.org/W2142641780","https://openalex.org/W2257979135","https://openalex.org/W2260756217","https://openalex.org/W2315975839","https://openalex.org/W2434014514","https://openalex.org/W2475089067","https://openalex.org/W2601322194","https://openalex.org/W2601450892","https://openalex.org/W2755546070","https://openalex.org/W2758442112","https://openalex.org/W2784596339","https://openalex.org/W2787501667","https://openalex.org/W2787705367","https://openalex.org/W2884901161","https://openalex.org/W2949886883","https://openalex.org/W2951775809","https://openalex.org/W2963186323","https://openalex.org/W2964105864","https://openalex.org/W2972044754","https://openalex.org/W2975737831","https://openalex.org/W6680724558"],"related_works":["https://openalex.org/W3163481960","https://openalex.org/W3093895509","https://openalex.org/W2323394100","https://openalex.org/W280704926","https://openalex.org/W2476068070","https://openalex.org/W4323971310","https://openalex.org/W2893372175","https://openalex.org/W1972827106","https://openalex.org/W2315316873","https://openalex.org/W4308629216"],"abstract_inverted_index":{"In":[0],"this":[1],"work":[2],"we":[3,104],"demonstrate":[4],"that":[5,27,58,79,111],"the":[6,17,45,64,96,112],"First":[7],"Order":[8],"Model":[9],"Agnostic":[10],"Meta":[11],"Learning":[12],"(FOMAML)":[13],"algorithm":[14],"trained":[15],"on":[16],"Hanabi":[18,46,101],"Open":[19],"Agent":[20],"Dataset":[21],"(HOAD)":[22],"results":[23,110],"in":[24,44,49],"a":[25,33,40],"model":[26],"is":[28,60,81],"able":[29],"to":[30,95,119],"outplay":[31],"both":[32,50],"naive":[34],"MLP":[35],"baseline,":[36],"as":[37,39],"well":[38,61],"randomly":[41],"selected":[42],"partner":[43],"Ad-Hoc":[47],"Challenge,":[48],"low-shot":[51],"and":[52,73,83,103,128],"zero-shot":[53],"setups.":[54],"We":[55,88],"first":[56],"show":[57],"HOAD":[59],"suited":[62],"for":[63],"meta-learning":[65],"task":[66,113],"because":[67],"its":[68],"agents":[69],"are":[70,131],"high":[71],"quality":[72],"utilize":[74],"diverse":[75],"strategies,":[76],"thereby":[77],"confirming":[78],"MAML":[80,116],"generalizing,":[82],"not":[84],"memorizing":[85],"agent":[86],"strategies.":[87],"then":[89],"detail":[90],"our":[91],"application":[92],"of":[93,115],"FOMAML":[94],"cooperative":[97],"decision":[98],"making":[99],"problem":[100],"entails,":[102],"also":[105],"provide":[106],"evidence":[107],"supporting":[108],"recent":[109],"update":[114],"gives":[117],"little":[118],"no":[120],"test":[121],"time":[122],"performance":[123],"boost.":[124],"The":[125],"pretrained":[126],"models":[127],"game":[129],"data":[130],"made":[132],"available":[133],"online":[134],"at":[135],"https://github.com/aronsar/hoad.":[136]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}