{"id":"https://openalex.org/W7154596084","doi":"https://doi.org/10.14428/esann/2026.es2026-366","title":"AsymPuzl: A minimal puzzle testbed for LLM-based two agent communication with information asymmetry","display_name":"AsymPuzl: A minimal puzzle testbed for LLM-based two agent communication with information asymmetry","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7154596084","doi":"https://doi.org/10.14428/esann/2026.es2026-366"},"language":null,"primary_location":{"id":"doi:10.14428/esann/2026.es2026-366","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2026.es2026-366","pdf_url":"https://doi.org/10.14428/esann/2026.es2026-366","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2026 proceesdings","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.14428/esann/2026.es2026-366","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120688486","display_name":"Xavier Cadet","orcid":null},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xavier Cadet","raw_affiliation_strings":["Dartmouth College -Thayer School of Engineering Hanover , New Hampshire - USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College -Thayer School of Engineering Hanover , New Hampshire - USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133743571","display_name":"Edward Koh","orcid":null},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward Koh","raw_affiliation_strings":["Dartmouth College -Thayer School of Engineering Hanover , New Hampshire - USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College -Thayer School of Engineering Hanover , New Hampshire - USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133118014","display_name":"Peter Chin","orcid":null},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Chin","raw_affiliation_strings":["Dartmouth College -Thayer School of Engineering Hanover , New Hampshire - USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College -Thayer School of Engineering Hanover , New Hampshire - USA","institution_ids":["https://openalex.org/I107672454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I107672454"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54396068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"259","last_page":"264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10709","display_name":"Social Robot Interaction and HRI","score":0.1746000051498413,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10709","display_name":"Social Robot Interaction and HRI","score":0.1746000051498413,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.15150000154972076,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.05249999836087227,"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/testbed","display_name":"Testbed","score":0.5382999777793884},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.28610000014305115},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.27219998836517334},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.24560000002384186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6248000264167786},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.5382999777793884},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30979999899864197},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.30649998784065247},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27489998936653137},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2678999900817871},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.24560000002384186},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.24330000579357147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.14428/esann/2026.es2026-366","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2026.es2026-366","pdf_url":"https://doi.org/10.14428/esann/2026.es2026-366","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2026 proceesdings","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.14428/esann/2026.es2026-366","is_oa":true,"landing_page_url":"https://doi.org/10.14428/esann/2026.es2026-366","pdf_url":"https://doi.org/10.14428/esann/2026.es2026-366","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESANN 2026 proceesdings","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332815","display_name":"Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7154596084.pdf","grobid_xml":"https://content.openalex.org/works/W7154596084.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Large":[0],"Language":[1],"Model":[2],"(LLM)":[3],"agents":[4],"are":[5],"increasingly":[6],"studied":[7],"in":[8,74,80],"multi-turn,":[9],"multi-agent":[10,81],"scenarios,":[11],"yet":[12],"most":[13],"existing":[14],"setups":[15],"emphasize":[16],"open-ended":[17],"roleplay":[18],"rather":[19],"than":[20],"controlled":[21],"evaluation.We":[22],"introduce":[23],"AsymPuzl,":[24],"a":[25,44],"minimal":[26],"but":[27,40],"expressive":[28],"two-agent":[29],"puzzle":[30,45],"environment":[31],"isolating":[32],"communication":[33],"under":[34],"information":[35,73,87],"asymmetry.Each":[36],"agent":[37],"observes":[38],"complementary":[39],"incomplete":[41],"views":[42],"of":[43,67],"and":[46,63],"must":[47],"exchange":[48],"messages":[49],"to":[50],"solve":[51,65],"it.Using":[52],"contemporary":[53],"LLMs,":[54],"we":[55],"show":[56],"that":[57],"(i)":[58],"models":[59],"such":[60],"as":[61],"GPT-5":[62],"Claude-4.0reliably":[64],"puzzles":[66],"different":[68],"sizes":[69],"by":[70],"sharing":[71],"complete":[72],"few":[75],"turns,":[76],"(ii)":[77],"feedback":[78],"design":[79],"LLM":[82],"systems":[83],"is":[84],"non-trivial,":[85],"more":[86],"can":[88],"degrade":[89],"performance.":[90]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-04-17T00:00:00"}