{"id":"https://openalex.org/W2278865652","doi":"https://doi.org/10.21437/interspeech.2014-78","title":"Inverse reinforcement learning for micro-turn management","display_name":"Inverse reinforcement learning for micro-turn management","publication_year":2014,"publication_date":"2014-09-14","ids":{"openalex":"https://openalex.org/W2278865652","doi":"https://doi.org/10.21437/interspeech.2014-78","mag":"2278865652"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2014-78","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2014-78","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2014","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/A5114246723","display_name":"Dongho Kim","orcid":"https://orcid.org/0000-0003-3911-8746"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Dongho Kim","raw_affiliation_strings":["Univ. of Cambridge"],"affiliations":[{"raw_affiliation_string":"Univ. of Cambridge","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109274487","display_name":"Catherine Breslin","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Catherine Breslin","raw_affiliation_strings":["Univ. of Cambridge"],"affiliations":[{"raw_affiliation_string":"Univ. of Cambridge","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027494724","display_name":"Pirros Tsiakoulis","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pirros Tsiakoulis","raw_affiliation_strings":["Univ. of Cambridge"],"affiliations":[{"raw_affiliation_string":"Univ. of Cambridge","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008275428","display_name":"Milomir Ga\u0161i\u0107","orcid":"https://orcid.org/0000-0001-6136-4172"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. Ga\u0161i\u0107","raw_affiliation_strings":["Univ. of Cambridge"],"affiliations":[{"raw_affiliation_string":"Univ. of Cambridge","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045402928","display_name":"Matthew Henderson","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew Henderson","raw_affiliation_strings":["Univ. of Cambridge"],"affiliations":[{"raw_affiliation_string":"Univ. of Cambridge","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109097977","display_name":"Steve Young","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steve Young","raw_affiliation_strings":["Univ. of Cambridge"],"affiliations":[{"raw_affiliation_string":"Univ. of Cambridge","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114246723"],"corresponding_institution_ids":["https://openalex.org/I241749"],"apc_list":null,"apc_paid":null,"fwci":4.2285,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.94656009,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"328","last_page":"332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":1.0,"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/T12031","display_name":"Speech and dialogue systems","score":1.0,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9988999962806702,"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/T10028","display_name":"Topic Modeling","score":0.9952999949455261,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.7928867936134338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.763702392578125},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5909940600395203},{"id":"https://openalex.org/keywords/turn-taking","display_name":"Turn-taking","score":0.5882489681243896},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.5426571369171143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5239889025688171},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4834062159061432},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.06285905838012695}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7928867936134338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.763702392578125},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5909940600395203},{"id":"https://openalex.org/C2776352735","wikidata":"https://www.wikidata.org/wiki/Q2313343","display_name":"Turn-taking","level":3,"score":0.5882489681243896},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.5426571369171143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5239889025688171},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4834062159061432},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.06285905838012695},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.21437/interspeech.2014-78","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2014-78","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2014","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.457.7428","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.457.7428","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://svr-www.eng.cam.ac.uk/~sjy/papers/kgbt14.pdf","raw_type":"text"},{"id":"pmh:oai:generic.eprints.org:660693","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/660693/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W26306128","https://openalex.org/W50922381","https://openalex.org/W80222165","https://openalex.org/W1540685400","https://openalex.org/W1603671614","https://openalex.org/W1738572793","https://openalex.org/W1915891957","https://openalex.org/W1991123335","https://openalex.org/W1999874108","https://openalex.org/W2008741806","https://openalex.org/W2061562262","https://openalex.org/W2067097374","https://openalex.org/W2098774185","https://openalex.org/W2104300420","https://openalex.org/W2106007254","https://openalex.org/W2117675763","https://openalex.org/W2119015791","https://openalex.org/W2119567691","https://openalex.org/W2150609911","https://openalex.org/W2154524549","https://openalex.org/W2162009473","https://openalex.org/W2283476183","https://openalex.org/W2300637238","https://openalex.org/W2438667436"],"related_works":["https://openalex.org/W2150330603","https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2586732548","https://openalex.org/W2492305139"],"abstract_inverted_index":{"Existing":[0],"spoken":[1,116],"dialogue":[2,22,114,117],"systems":[3],"are":[4,46],"typically":[5],"not":[6],"de-signed":[7],"to":[8,60,69,100],"provide":[9],"natural":[10,35,74],"interaction":[11,81],"since":[12],"they":[13],"impose":[14],"a":[15,21,40,49,84,89,108],"strict":[16],"turn-taking":[17,44,62],"regime":[18],"in":[19,42],"which":[20,43,106],"consists":[23],"of":[24,91],"interleaved":[25],"system":[26,41],"and":[27,34,79],"user":[28],"turns.":[29],"To":[30],"allow":[31],"more":[32,50],"responsive":[33],"interaction,":[36],"this":[37],"paper":[38],"describes":[39],"decisions":[45],"taken":[47],"at":[48],"fine-grained":[51],"micro-turn":[52],"level.":[53],"A":[54],"decision-theoretic":[55],"approach":[56],"is":[57,67,98],"then":[58],"applied":[59],"optimise":[61,80],"control.":[63],"Inverse":[64],"reinforcement":[65,120],"learning":[66],"used":[68],"cap-ture":[70],"the":[71],"complex":[72],"but":[73],"behaviours":[75],"from":[76],"human-human":[77,92],"di-alogues":[78],"without":[82],"specifying":[83],"reward":[85,104],"function":[86,105],"manually.":[87],"Using":[88],"corpus":[90],"interac-tion,":[93],"experiments":[94],"show":[95],"that":[96],"IRL":[97],"able":[99],"learn":[101],"an":[102],"effective":[103],"outperforms":[107],"comparable":[109],"handcrafted":[110],"policy.":[111],"Index":[112],"Terms:":[113],"management,":[115],"systems,":[118],"inverse":[119],"learning,":[121],"Markov":[122],"decision":[123],"processes":[124]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}