{"id":"https://openalex.org/W7148440000","doi":"https://doi.org/10.48550/arxiv.2604.00892","title":"When Users Change Their Mind: Evaluating Interruptible Agents in Long-Horizon Web Navigation","display_name":"When Users Change Their Mind: Evaluating Interruptible Agents in Long-Horizon Web Navigation","publication_year":2026,"publication_date":"2026-04-01","ids":{"openalex":"https://openalex.org/W7148440000","doi":"https://doi.org/10.48550/arxiv.2604.00892"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.00892","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.00892","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.00892","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5132825235","display_name":"Henry Peng Zou","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zou, Henry Peng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132808048","display_name":"Chunyu Miao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miao, Chunyu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132803237","display_name":"Wei-Chieh Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huang, Wei-Chieh","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125006830","display_name":"Yankai Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Yankai","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132827159","display_name":"Yue Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Yue","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132823423","display_name":"Hanrong Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Hanrong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132791178","display_name":"Yaozu Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Yaozu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132829952","display_name":"Liancheng Fang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fang, Liancheng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101230927","display_name":"Zhengyao Gu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gu, Zhengyao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132804771","display_name":"Zhen Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Zhen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132811236","display_name":"Kening Zheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheng, Kening","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101686970","display_name":"Fangxin Wang","orcid":"https://orcid.org/0000-0003-2559-045X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Fangxin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132829972","display_name":"Yi Nian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nian, Yi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042276502","display_name":"Shanghao Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Shanghao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132747497","display_name":"Wenzhe Fan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fan, Wenzhe","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132826411","display_name":"Langzhou He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"He, Langzhou","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132791057","display_name":"Weizhi Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Weizhi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132828780","display_name":"Xue Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Xue","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5132824958","display_name":"Philip S. Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yu, Philip S.","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":19,"corresponding_author_ids":["https://openalex.org/A5132825235"],"corresponding_institution_ids":[],"apc_list":null,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.8482999801635742,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.8482999801635742,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.01269999984651804,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.011300000362098217,"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/benchmark","display_name":"Benchmark (surveying)","score":0.6460000276565552},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4830000102519989},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.48069998621940613},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4406999945640564},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.3628000020980835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7821999788284302},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6460000276565552},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4830000102519989},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.48069998621940613},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4406999945640564},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.3628000020980835},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.34630000591278076},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.34610000252723694},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.29789999127388},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.26809999346733093}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.00892","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.00892","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.00892","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.00892","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"As":[0],"LLM":[1,121],"agents":[2,69],"transition":[3],"from":[4,100,143],"short,":[5,54],"static":[6],"problem":[7],"solving":[8],"to":[9,19,135],"executing":[10],"complex,":[11],"long-horizon":[12,157],"tasks":[13,159],"in":[14,53,70,133,141],"dynamic":[15],"environments,":[16],"the":[17,63],"ability":[18],"handle":[20],"user":[21,151],"interruptions,":[22],"such":[23],"as":[24],"adding":[25],"requirement":[26,37],"or":[27,49],"revising":[28],"goals,":[29],"during":[30,156],"mid-task":[31,144],"execution":[32],"is":[33],"becoming":[34],"a":[35,97,112],"core":[36],"for":[38,162],"realistic":[39,86],"deployment.":[40],"However,":[41],"existing":[42],"benchmarks":[43],"largely":[44],"assume":[45],"uninterrupted":[46],"agent":[47],"behavior":[48],"study":[50,66],"interruptions":[51,152],"only":[52],"unconstrained":[55],"language":[56],"tasks.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61,117],"present":[62],"first":[64],"systematic":[65],"of":[67],"interruptible":[68],"long-horizon,":[71],"environmentally":[72],"grounded":[73],"web":[74],"navigation":[75],"tasks,":[76],"where":[77],"actions":[78],"induce":[79],"persistent":[80],"state":[81],"changes.":[82,145],"We":[83],"formalize":[84],"three":[85],"interruption":[87,105,114,127],"types,":[88],"including":[89],"addition,":[90],"revision,":[91],"and":[92,94,125,138,154,167],"retraction,":[93],"introduce":[95],"InterruptBench,":[96],"benchmark":[98],"derived":[99],"WebArena-Lite":[101],"that":[102,149],"synthesizes":[103],"high-quality":[104],"scenarios":[106],"under":[107],"strict":[108],"semantic":[109],"constraints.":[110],"Using":[111],"unified":[113],"simulation":[115],"framework,":[116],"evaluate":[118],"six":[119],"strong":[120],"backbones":[122],"across":[123],"single-":[124],"multi-turn":[126],"settings,":[128],"analyzing":[129],"both":[130],"their":[131,139],"effectiveness":[132],"adapting":[134],"updated":[136],"intents":[137],"efficiency":[140],"recovering":[142],"Our":[146],"results":[147],"show":[148],"handling":[150],"effectively":[153],"efficiently":[155],"agentic":[158],"remains":[160],"challenging":[161],"powerful":[163],"large-scale":[164],"LLMs.":[165],"Code":[166],"dataset":[168],"are":[169],"available":[170],"at":[171],"https://github.com/HenryPengZou/InterruptBench.":[172]},"counts_by_year":[],"updated_date":"2026-04-03T16:44:17.987007","created_date":"2026-04-03T00:00:00"}
