{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T07:54:59Z","timestamp":1776930899883,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":15,"publisher":"ACM","funder":[{"name":"JSPS KAKENHI","award":["JP24H00892"],"award-info":[{"award-number":["JP24H00892"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,11,10]]},"DOI":"10.1145\/3765766.3765803","type":"proceedings-article","created":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T14:07:31Z","timestamp":1767362851000},"page":"229-237","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Human-Like Remembering and Forgetting in LLM Agents: An ACT-R-Inspired Memory Architecture"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-0719-3035","authenticated-orcid":false,"given":"Yudai","family":"Honda","sequence":"first","affiliation":[{"name":"Graduate School of Information Science and Electrical Engineering, Kyushu University, Fukuoka, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-8347-3453","authenticated-orcid":false,"given":"Yuki","family":"Fujita","sequence":"additional","affiliation":[{"name":"Art Media Center, Tokyo University of the Arts, Tokyo, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2339-5298","authenticated-orcid":false,"given":"Keiichi","family":"Zempo","sequence":"additional","affiliation":[{"name":"Institute of Systems and Information Engineering, University of Tsukuba, Tsukuba, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1362-8078","authenticated-orcid":false,"given":"Shogo","family":"Fukushima","sequence":"additional","affiliation":[{"name":"Faculty of Information Science and Electrical Engineering, Kyushu University, Fukuoka, Japan"}]}],"member":"320","published-online":{"date-parts":[[2026,1,2]]},"reference":[{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","unstructured":"John\u00a0R. Anderson Daniel Bothell Michael\u00a0D. Byrne Scott Douglass Christian Lebiere and Yulin Qin. 2004. An Integrated Theory of the Mind. Psychological Review 111 4 (2004) 1036\u20131060. 10.1037\/0033-295X.111.4.1036","DOI":"10.1037\/0033-295X.111.4.1036"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"publisher","unstructured":"Michael\u00a0C. Anderson and Justin\u00a0C. Hulbert. 2021. Active Forgetting: Adaptation of Memory by Prefrontal Control. Annual Review of Psychology 72 (2021) 1\u201336. 10.1146\/annurev-psych-072720-094140Epub 2020 Sep 14.","DOI":"10.1146\/annurev-psych-072720-094140"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"crossref","unstructured":"Jerry Ball. 2004. A Cognitively Plausible Model of Language Comprehension. (05 2004).","DOI":"10.21236\/ADA425779"},{"key":"e_1_3_3_1_5_2","unstructured":"Ali Behrouz Peilin Zhong and Vahab Mirrokni. 2024. Titans: Learning to Memorize at Test Time. arxiv:https:\/\/arXiv.org\/abs\/2501.00663\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2501.00663 Introduces neural long\u2011term memory module parallel to attention."},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"crossref","unstructured":"Derbinsky2012. 2012. Computationally Efficient Forgetting via Base-Level Activation. Proceedings of the 11th International Conference on Cognitive Modeling ICCM 2012 (01 2012).","DOI":"10.1037\/e557102013-030"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"publisher","unstructured":"Ralph Hertwig and Peter Todd. 2005. More Is Not Always Better: The Benefits of Cognitive Limits. Thinking : Psychological perspectives on reasoning judgment and decision making 213-231 (2003) (01 2005). 10.1002\/047001332X.ch11","DOI":"10.1002\/047001332X.ch11"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1145\/3613905.3650839"},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","unstructured":"James Kirkpatrick Razvan Pascanu Neil Rabinowitz Joel Veness Guillaume Desjardins Andrei\u00a0A. Rusu Kieran Milan Tiago Quan Tiago Kumar Raia Hadsell et\u00a0al. 2017. Overcoming catastrophic forgetting in neural networks. Proceedings of the National Academy of Sciences 114 13 (2017) 3521\u20133526. 10.1073\/pnas.1611835114","DOI":"10.1073\/pnas.1611835114"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","unstructured":"Richard\u00a0L. Lewis and Shravan Vasishth. 2005. An Activation-Based Model of Sentence Processing as Skilled Memory Retrieval. Cognitive Science 29 3 (2005) 375\u2013419. 10.1207\/s15516709cog000025","DOI":"10.1207\/s15516709cog000025"},{"key":"e_1_3_3_1_11_2","volume-title":"Proceedings of ICLR 2016","author":"Schaul Tom","year":"2016","unstructured":"Tom Schaul, John Quan, Ioannis Antonoglou, and David Silver. 2016. Prioritized Experience Replay. In Proceedings of ICLR 2016. https:\/\/arxiv.org\/abs\/1511.05952 Originally arXiv preprint 1511.05952."},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","unstructured":"Thomas Sievers and Nele Russwinkel. 2025. Retrieving Memory Content from a Cognitive Architecture by Impressions from Language Models for Use in a Social Robot. Applied Sciences 15 10 (2025). 10.3390\/app15105778","DOI":"10.3390\/app15105778"},{"key":"e_1_3_3_1_13_2","unstructured":"Ryuichi Sumida Koji Inoue and Tatsuya Kawahara. 2024. Should RAG Chatbots Forget Unimportant Conversations? Exploring Importance and Forgetting with Psychological Insights. arXiv preprint. arxiv:https:\/\/arXiv.org\/abs\/2409.12524\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2409.12524 Proposes LUFY: focusing on emotional arousal and surprise to drive selective memory retention."},{"key":"e_1_3_3_1_14_2","unstructured":"Weizhi Wang Li Dong Hao Cheng Xiaodong Liu Xifeng Yan Jianfeng Gao and Furu Wei. 2023. Augmenting Language Models with Long-Term Memory. arxiv:https:\/\/arXiv.org\/abs\/2306.07174\u00a0[cs.CL] https:\/\/arxiv.org\/abs\/2306.07174"},{"key":"e_1_3_3_1_15_2","unstructured":"Siyu Wu Alessandro Oltramari Jonathan Francis C.\u00a0Lee Giles and Frank\u00a0E. Ritter. 2024. Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making. arXiv preprint. arxiv:https:\/\/arXiv.org\/abs\/2408.09176\u00a0[cs.AI] Introduces the LLM-ACTR framework integrating ACT-R and LLMs."},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","unstructured":"Siyu Wu Rafael\u00a0F. Souza Frank\u00a0E. Ritter and Wilson\u00a0T. Lima\u00a0Jr. 2024. Comparing LLMs for Prompt-Enhanced ACT-R and Soar Model Development: A Case Study in Cognitive Simulation. Proceedings of the AAAI Symposium Series 2 1 (2024) 422\u2013427. 10.1609\/aaaiss.v2i1.27710","DOI":"10.1609\/aaaiss.v2i1.27710"}],"event":{"name":"HAI '25: International Conference on Human-Agent Interaction","location":"Yokohama Japan","acronym":"HAI '25","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 13th International Conference on Human-Agent Interaction"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3765766.3765803","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,18]],"date-time":"2026-04-18T13:46:32Z","timestamp":1776519992000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3765766.3765803"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,10]]},"references-count":15,"alternative-id":["10.1145\/3765766.3765803","10.1145\/3765766"],"URL":"https:\/\/doi.org\/10.1145\/3765766.3765803","relation":{},"subject":[],"published":{"date-parts":[[2025,11,10]]},"assertion":[{"value":"2026-01-02","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}