{"id":"https://openalex.org/W4214873649","doi":"https://doi.org/10.1109/ieeeconf53345.2021.9723337","title":"Context-Aware Effective Communications","display_name":"Context-Aware Effective Communications","publication_year":2021,"publication_date":"2021-10-31","ids":{"openalex":"https://openalex.org/W4214873649","doi":"https://doi.org/10.1109/ieeeconf53345.2021.9723337"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf53345.2021.9723337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf53345.2021.9723337","pdf_url":null,"source":{"id":"https://openalex.org/S4363607877","display_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11380/1280115","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064236204","display_name":"Tze-Yang Tung","orcid":"https://orcid.org/0000-0003-2716-5211"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tze-Yang Tung","raw_affiliation_strings":["Information Processing and Communications Laboratory (IPC-Lab),Imperial College,Dept. of Electrical and Electronic Engineering,London,UK","Dept. of Electrical and Electronic Engineering, Imperial College, Information Processing and Communications Laboratory (IPC-Lab), London, UK"],"affiliations":[{"raw_affiliation_string":"Information Processing and Communications Laboratory (IPC-Lab),Imperial College,Dept. of Electrical and Electronic Engineering,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Dept. of Electrical and Electronic Engineering, Imperial College, Information Processing and Communications Laboratory (IPC-Lab), London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035697090","display_name":"Szymon Kobus","orcid":"https://orcid.org/0009-0006-3605-9073"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Szymon Kobus","raw_affiliation_strings":["Information Processing and Communications Laboratory (IPC-Lab),Imperial College,Dept. of Electrical and Electronic Engineering,London,UK","Dept. of Electrical and Electronic Engineering, Imperial College, Information Processing and Communications Laboratory (IPC-Lab), London, UK"],"affiliations":[{"raw_affiliation_string":"Information Processing and Communications Laboratory (IPC-Lab),Imperial College,Dept. of Electrical and Electronic Engineering,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Dept. of Electrical and Electronic Engineering, Imperial College, Information Processing and Communications Laboratory (IPC-Lab), London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016883501","display_name":"Den\u0131z G\u00fcnd\u00fcz","orcid":"https://orcid.org/0000-0002-7725-395X"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Deniz Gunduz","raw_affiliation_strings":["Information Processing and Communications Laboratory (IPC-Lab),Imperial College,Dept. of Electrical and Electronic Engineering,London,UK","Dept. of Electrical and Electronic Engineering, Imperial College, Information Processing and Communications Laboratory (IPC-Lab), London, UK"],"affiliations":[{"raw_affiliation_string":"Information Processing and Communications Laboratory (IPC-Lab),Imperial College,Dept. of Electrical and Electronic Engineering,London,UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Dept. of Electrical and Electronic Engineering, Imperial College, Information Processing and Communications Laboratory (IPC-Lab), London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064236204"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.3808,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63081046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"334","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9961000084877014,"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":0.9961000084877014,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9850000143051147,"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/T13553","display_name":"Age of Information Optimization","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.815438985824585},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8057874441146851},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7119439840316772},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.5312739610671997},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5292213559150696},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.5240492820739746},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5236725211143494},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5199243426322937},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5042639970779419},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4961026608943939},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4837227165699005},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.45299550890922546},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.4468046724796295},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.331318736076355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32385921478271484},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.3052372336387634},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2883381247520447},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23670950531959534},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.23644942045211792},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10825657844543457}],"concepts":[{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.815438985824585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8057874441146851},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7119439840316772},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.5312739610671997},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5292213559150696},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.5240492820739746},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5236725211143494},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5199243426322937},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5042639970779419},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4961026608943939},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4837227165699005},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.45299550890922546},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.4468046724796295},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.331318736076355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32385921478271484},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.3052372336387634},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2883381247520447},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23670950531959534},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.23644942045211792},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10825657844543457},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ieeeconf53345.2021.9723337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf53345.2021.9723337","pdf_url":null,"source":{"id":"https://openalex.org/S4363607877","display_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 55th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unimore.it:11380/1280115","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1280115","pdf_url":null,"source":{"id":"https://openalex.org/S4377196326","display_name":"Iris Unimore (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/1280115","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1280115","pdf_url":null,"source":{"id":"https://openalex.org/S4377196326","display_name":"Iris Unimore (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1725430864","https://openalex.org/W1996039196","https://openalex.org/W2036971481","https://openalex.org/W2101016502","https://openalex.org/W2137024647","https://openalex.org/W2395575420","https://openalex.org/W2554620432","https://openalex.org/W2756196406","https://openalex.org/W2902806690","https://openalex.org/W2954559956","https://openalex.org/W2963681240","https://openalex.org/W2963864421","https://openalex.org/W2981934169","https://openalex.org/W2990330051","https://openalex.org/W3014413693","https://openalex.org/W3021482604","https://openalex.org/W3033858290","https://openalex.org/W3039502116","https://openalex.org/W3047315308","https://openalex.org/W3105338106","https://openalex.org/W3109991383","https://openalex.org/W3123911006","https://openalex.org/W3132069826","https://openalex.org/W3134818623","https://openalex.org/W3176048614","https://openalex.org/W4289363497","https://openalex.org/W4299802797","https://openalex.org/W6684921986","https://openalex.org/W6712181171","https://openalex.org/W6738795958","https://openalex.org/W6738796088","https://openalex.org/W6744537943","https://openalex.org/W6755542948","https://openalex.org/W6756795954","https://openalex.org/W6764943343","https://openalex.org/W6775303988","https://openalex.org/W6779091610","https://openalex.org/W6781642121","https://openalex.org/W6785667878"],"related_works":["https://openalex.org/W2096013579","https://openalex.org/W52153049","https://openalex.org/W1760611253","https://openalex.org/W1589140671","https://openalex.org/W1515117609","https://openalex.org/W4323315247","https://openalex.org/W2294884454","https://openalex.org/W3169161914","https://openalex.org/W4321379664","https://openalex.org/W2211790881"],"abstract_inverted_index":{"We":[0,112,132],"investigate":[1],"the":[2,8,11,16,19,29,51,67,74,79,82,94,101,104,122,127,130,146,151,158,162,169,178],"effective":[3],"communications":[4],"problem,":[5],"in":[6,25],"which":[7],"goal":[9],"of":[10,18,81,100,103,129,171],"transmitter":[12],"is":[13,35,107,124,136,154],"to":[14,27,50,88,97,109,126,165],"impact":[15],"actions":[17],"receiver":[20,159],"over":[21],"a":[22,38,54,98,172],"time":[23],"frame":[24],"order":[26],"maximize":[28],"prescribed":[30],"reward":[31],"function.":[32],"This":[33],"problem":[34,83],"formulated":[36],"as":[37],"multi-agent":[39],"partially-observable":[40],"Markov":[41],"decision":[42],"process":[43],"(MA-POMDP),":[44],"where":[45,168],"one":[46],"agent":[47],"can":[48,84],"communicate":[49],"other":[52],"through":[53],"noisy":[55],"communication":[56,68,118,149],"channel.":[57],"In":[58],"this":[59,135],"paper,":[60],"we":[61],"show":[62,114],"that":[63,106,134],"not":[64],"only":[65],"should":[66],"scheme":[69],"be":[70,86],"jointly":[71],"designed":[72],"with":[73,145],"underlying":[75],"learning":[76],"objective,":[77],"but":[78],"context":[80,95,123],"also":[85],"exploited":[87],"achieve":[89],"even":[90],"greater":[91],"effectiveness.":[92],"Here,":[93],"refers":[96],"function":[99],"state":[102],"environment":[105],"available":[108],"both":[110],"agents.":[111],"then":[113],"that,":[115],"using":[116],"different":[117,137,140,143],"schemes":[119],"depending":[120,160,176],"on":[121,161,177],"beneficial":[125],"effectiveness":[128],"solution.":[131],"emphasize":[133],"from":[138],"sending":[139],"messages":[141],"at":[142],"states;":[144],"proposed":[147],"context-aware":[148],"scheme,":[150],"same":[152],"message":[153],"interpreted":[155],"differently":[156],"by":[157],"context,":[163],"similarly":[164],"human":[166],"communications,":[167],"meaning":[170],"sentence":[173],"may":[174],"change":[175],"context.":[179]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}