{"id":"https://openalex.org/W2396863940","doi":"https://doi.org/10.21437/interspeech.2011-302","title":"User simulation in dialogue systems using inverse reinforcement learning","display_name":"User simulation in dialogue systems using inverse reinforcement learning","publication_year":2011,"publication_date":"2011-08-27","ids":{"openalex":"https://openalex.org/W2396863940","doi":"https://doi.org/10.21437/interspeech.2011-302","mag":"2396863940"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2011-302","doi":"https://doi.org/10.21437/interspeech.2011-302","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2011-302","pdf_url":null,"source":{"id":"https://openalex.org/S4393918409","display_name":"Interspeech (USB)","issn_l":"2308-457X","issn":["2308-457X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2011","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://centralesupelec.hal.science/hal-00652446/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031626252","display_name":"Senthilkumar Chandramohan","orcid":"https://orcid.org/0000-0002-8909-5485","observed_orcids":["https://orcid.org/0000-0002-8909-5485"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Senthilkumar Chandramohan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110482875","display_name":"Matthieu Geist","orcid":"https://orcid.org/0009-0002-7888-8233","observed_orcids":["https://orcid.org/0009-0002-7888-8233"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthieu Geist","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103414469","display_name":"Fabrice Lef\u00e8vre","orcid":"https://orcid.org/0009-0003-4148-0741","observed_orcids":["https://orcid.org/0009-0003-4148-0741"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fabrice Lef\u00e8vre","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5065100569","display_name":"Olivier Pietquin","orcid":"https://orcid.org/0000-0002-5386-465X","observed_orcids":["https://orcid.org/0000-0002-5386-465X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olivier Pietquin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.2046,"has_fulltext":true,"cited_by_count":89,"citation_normalized_percentile":{"value":0.98661395,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1025","last_page":"1028"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.0,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/user-simulation","display_name":"user simulation","score":0.9850000143051147},{"id":"https://openalex.org/keywords/dialogue-systems","display_name":"dialogue systems","score":0.9879999756813049},{"id":"https://openalex.org/keywords/inverse-reinforcement-learning","display_name":"inverse reinforcement learning","score":0.9810000061988831},{"id":"https://openalex.org/keywords/chatbots","display_name":"chatbots","score":0.6100000143051147},{"id":"https://openalex.org/keywords/dialogue-modeling","display_name":"dialogue modeling","score":0.35600000619888306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7278417348861694},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7119866013526917},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5389254093170166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4191795587539673},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.4181492328643799},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0848018229007721},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.21437/interspeech.2011-302","doi":"https://doi.org/10.21437/interspeech.2011-302","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2011-302","pdf_url":null,"source":{"id":"https://openalex.org/S4393918409","display_name":"Interspeech (USB)","issn_l":"2308-457X","issn":["2308-457X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2011","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-00652446v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-00652446v1","pdf_url":"https://centralesupelec.hal.science/hal-00652446/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Interspeech 2011, Aug 2011, Florence, Italy. pp.1025-1028","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-00652446v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-00652446v1","pdf_url":"https://centralesupelec.hal.science/hal-00652446/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Interspeech 2011, Aug 2011, Florence, Italy. pp.1025-1028","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2396863940.pdf","grobid_xml":"https://content.openalex.org/works/W2396863940.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W160067033","https://openalex.org/W1605030600","https://openalex.org/W1757949796","https://openalex.org/W1799240622","https://openalex.org/W1999874108","https://openalex.org/W2047192163","https://openalex.org/W2061562262","https://openalex.org/W2062175565","https://openalex.org/W2076337359","https://openalex.org/W2101308260","https://openalex.org/W2106547558","https://openalex.org/W2109038907","https://openalex.org/W2130005627","https://openalex.org/W2134051188","https://openalex.org/W2134466368","https://openalex.org/W2168490009"],"related_works":["https://openalex.org/W7100166694","https://openalex.org/W2989937925","https://openalex.org/W2117028181","https://openalex.org/W2076687403","https://openalex.org/W7071525166","https://openalex.org/W1858107190","https://openalex.org/W6944477156","https://openalex.org/W2804047045","https://openalex.org/W2467764055","https://openalex.org/W7097665978"],"abstract_inverted_index":{"Spoken":[0],"Dialogue":[1,16],"Systems":[2],"(SDS)":[3],"are":[4],"man-machine":[5],"interfaces":[6],"which":[7],"use":[8],"natural":[9],"language":[10],"as":[11,60,90],"the":[12,20,56,85],"medium":[13],"of":[14,22,83,93],"interaction.":[15],"corpora":[17],"collection":[18],"for":[19,47,72],"purpose":[21],"training":[23],"and":[24],"evaluating":[25],"dialogue":[26,64],"systems":[27],"is":[28,88],"an":[29],"expensive":[30],"process.":[31],"User":[32],"simulators":[33],"aim":[34],"at":[35],"simulating":[36],"human":[37],"users":[38],"in":[39,61],"order":[40],"to":[41],"generate":[42],"synthetic":[43],"data.":[44],"Existing":[45],"methods":[46],"user":[48,73,86],"simulation":[49,74],"mainly":[50],"focus":[51],"on":[52,76],"generating":[53],"data":[54],"with":[55],"same":[57],"statistical":[58],"consistency":[59],"some":[62],"reference":[63],"corpus.":[65],"This":[66],"paper":[67],"outlines":[68],"a":[69,91],"novel":[70],"approach":[71],"based":[75],"Inverse":[77],"Reinforcement":[78],"Learning":[79],"(IRL).":[80],"The":[81],"task":[82,92],"building":[84],"simulator":[87],"perceived":[89],"imitation":[94],"learning.":[95]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":13},{"year":2012,"cited_by_count":10}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2025-10-10T00:00:00"}
