{"id":"https://openalex.org/W7151239503","doi":"https://doi.org/10.48550/arxiv.2604.04503","title":"Memory Intelligence Agent","display_name":"Memory Intelligence Agent","publication_year":2026,"publication_date":"2026-04-06","ids":{"openalex":"https://openalex.org/W7151239503","doi":"https://doi.org/10.48550/arxiv.2604.04503"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.04503","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.04503","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":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.04503","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119219621","display_name":"Jingyang Qiao","orcid":"https://orcid.org/0009-0001-2577-8199"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qiao, Jingyang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Meng, Weicheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meng, Weicheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133120166","display_name":"Yu Cheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cheng, Yu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133074453","display_name":"Zhihang Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Zhihang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133145395","display_name":"Zhizhong Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Zhizhong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133066990","display_name":"Xin Tan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tan, Xin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133103043","display_name":"Jingyu Gong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gong, Jingyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133138547","display_name":"Kun Shao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shao, Kun","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5133068481","display_name":"Yuan Xie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xie, Yuan","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":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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.3222000002861023,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.3222000002861023,"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":0.10769999772310257,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.10100000351667404,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/planner","display_name":"Planner","score":0.5561000108718872},{"id":"https://openalex.org/keywords/memory-model","display_name":"Memory model","score":0.49810001254081726},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.47189998626708984},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.46560001373291016},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4413999915122986},{"id":"https://openalex.org/keywords/executor","display_name":"Executor","score":0.4302999973297119},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.40869998931884766},{"id":"https://openalex.org/keywords/memory-map","display_name":"Memory map","score":0.35589998960494995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8137000203132629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.567300021648407},{"id":"https://openalex.org/C2776999362","wikidata":"https://www.wikidata.org/wiki/Q2349274","display_name":"Planner","level":2,"score":0.5561000108718872},{"id":"https://openalex.org/C12186640","wikidata":"https://www.wikidata.org/wiki/Q6815743","display_name":"Memory model","level":3,"score":0.49810001254081726},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.47189998626708984},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.46560001373291016},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4413999915122986},{"id":"https://openalex.org/C180591056","wikidata":"https://www.wikidata.org/wiki/Q654437","display_name":"Executor","level":2,"score":0.4302999973297119},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.40869998931884766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35899999737739563},{"id":"https://openalex.org/C74426580","wikidata":"https://www.wikidata.org/wiki/Q719484","display_name":"Memory map","level":3,"score":0.35589998960494995},{"id":"https://openalex.org/C193221554","wikidata":"https://www.wikidata.org/wiki/Q5153664","display_name":"Commonsense reasoning","level":2,"score":0.34290000796318054},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.33869999647140503},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.3249000012874603},{"id":"https://openalex.org/C30390489","wikidata":"https://www.wikidata.org/wiki/Q4680748","display_name":"Adaptive memory","level":3,"score":0.30709999799728394},{"id":"https://openalex.org/C82687282","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Auxiliary memory","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C88576662","wikidata":"https://www.wikidata.org/wiki/Q18646","display_name":"Episodic memory","level":3,"score":0.2973000109195709},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.289000004529953},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.28600001335144043},{"id":"https://openalex.org/C162027153","wikidata":"https://www.wikidata.org/wiki/Q2264109","display_name":"Artificial general intelligence","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C171675096","wikidata":"https://www.wikidata.org/wiki/Q1143380","display_name":"Extended memory","level":4,"score":0.2615000009536743},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.04503","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.04503","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":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.04503","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.04503","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":"Preprint"},"sustainable_development_goals":[{"score":0.5017679929733276,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Deep":[0],"research":[1],"agents":[2],"(DRAs)":[3],"integrate":[4],"LLM":[5],"reasoning":[6,23,156,187],"with":[7,147],"external":[8],"tools.":[9],"Memory":[10,62,72],"systems":[11],"enable":[12,138],"DRAs":[13],"to":[14,36,127,141,170,185],"leverage":[15],"historical":[16,83],"experiences,":[17],"which":[18],"are":[19],"essential":[20],"for":[21,97],"efficient":[22,172],"and":[24,48,51,106,133,167,180,188],"autonomous":[25],"evolution.":[26,174],"Existing":[27],"methods":[28],"rely":[29],"on":[30],"retrieving":[31],"similar":[32],"trajectories":[33],"from":[34,41],"memory":[35,46,77,90,173],"aid":[37],"reasoning,":[38],"while":[39],"suffering":[40],"key":[42],"limitations":[43],"of":[44,68,202],"ineffective":[45],"evolution":[47],"increasing":[49],"storage":[50],"retrieval":[52],"costs.":[53],"To":[54,114],"address":[55],"these":[56],"problems,":[57],"we":[58,119,137,159,176],"propose":[59],"a":[60,69,75,88,161,178],"novel":[61],"Intelligence":[63],"Agent":[64],"(MIA)":[65],"framework,":[66,118],"consisting":[67],"Manager-Planner-Executor":[70],"architecture.":[71],"Manager":[73],"is":[74,87,100],"non-parametric":[76,168],"system":[78],"that":[79,92,103],"can":[80,93,104],"store":[81],"compressed":[82],"search":[84,95,105,112],"trajectories.":[85],"Planner":[86,132,140],"parametric":[89,166],"agent":[91,102],"produce":[94],"plans":[96],"questions.":[98],"Executor":[99],"another":[101],"analyze":[107],"information":[108],"guided":[109],"by":[110],"the":[111,116,131,134,139,155,191,200],"plan.":[113],"build":[115],"MIA":[117],"first":[120],"adopt":[121],"an":[122,181],"alternating":[123],"reinforcement":[124],"learning":[125],"paradigm":[126],"enhance":[128],"cooperation":[129],"between":[130,165],"Executor.":[135],"Furthermore,":[136],"continuously":[142],"evolve":[143],"during":[144],"test-time":[145],"learning,":[146],"updates":[148],"performed":[149],"on-the-fly":[150],"alongside":[151],"inference":[152],"without":[153],"interrupting":[154],"process.":[157],"Additionally,":[158],"establish":[160],"bidirectional":[162],"conversion":[163],"loop":[164],"memories":[169],"achieve":[171],"Finally,":[175],"incorporate":[177],"reflection":[179],"unsupervised":[182],"judgment":[183],"mechanisms":[184],"boost":[186],"self-evolution":[189],"in":[190],"open":[192],"world.":[193],"Extensive":[194],"experiments":[195],"across":[196],"eleven":[197],"benchmarks":[198],"demonstrate":[199],"superiority":[201],"MIA.":[203]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-08T00:00:00"}