{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,29]],"date-time":"2025-08-29T10:12:18Z","timestamp":1756462338480,"version":"3.28.0"},"reference-count":44,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T00:00:00Z","timestamp":1719705600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T00:00:00Z","timestamp":1719705600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,6,30]]},"DOI":"10.1109\/ijcnn60899.2024.10650282","type":"proceedings-article","created":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T17:35:05Z","timestamp":1725903305000},"page":"1-8","source":"Crossref","is-referenced-by-count":1,"title":["Learn to Walk with Continuous-action for Knowledge-enhanced Recommendation System"],"prefix":"10.1109","author":[{"given":"Jiahao","family":"Sun","sequence":"first","affiliation":[{"name":"Dalian University of Technology,School of Software Technology,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Liu","sequence":"additional","affiliation":[{"name":"Dalian University of Technology,School of Software Technology,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xianjie","family":"Zhang","sequence":"additional","affiliation":[{"name":"Dalian University of Technology,School of Software Technology,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiujuan","family":"Xu","sequence":"additional","affiliation":[{"name":"Dalian University of Technology,School of Software Technology,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Hong","sequence":"additional","affiliation":[{"name":"Dalian University of Technology,School of Software Technology,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kai","family":"Wang","sequence":"additional","affiliation":[{"name":"Nanyang Technological University,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref2","first-page":"91","volume-title":"Advances in Collaborative Filtering","author":"Koren","year":"2022"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.5120\/ijca2017913081"},{"issue":"1","key":"ref4","article-title":"A survey of recommendation systems: Recommendation models, techniques, and application fields","volume-title":"Electronics","volume":"11","author":"Ko","year":"2022"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3028705"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IAEAC50856.2021.9390863"},{"key":"ref7","article-title":"Translating embeddings for modeling multi-relational data","volume-title":"Advances in Neural Information Processing Systems","volume":"26","author":"Bordes","year":"2013"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557373"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186175"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467375"},{"key":"ref11","first-page":"745","article-title":"Incorporating anticipation embedding into reinforcement learning framework for multi-hop knowledge graph question answering","volume-title":"Information Sciences","volume":"619","author":"Cui","year":"2023"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-022-04127-6"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.611"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331203"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401171"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-00129-1_30"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271739"},{"article-title":"Bpr: Bayesian personalized ranking from implicit feedback","year":"2012","author":"Rendle","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3447772"},{"article-title":"Query2box: Reasoning over knowledge graphs in vector space using box embeddings","year":"2020","author":"Ren","key":"ref20"},{"issue":"5","key":"ref21","first-page":"5932","article-title":"Learning to walk with dual agents for knowledge graph reasoning","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence","volume":"36","author":"Zhang"},{"key":"ref22","first-page":"106685","article-title":"Explainability in deep reinforcement learning","volume-title":"Knowledge-Based Systems","volume":"214","author":"Heuillet","year":"2021"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-57321-8_5"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3527448"},{"article-title":"Explainability in reinforcement learning: perspective and position","year":"2022","author":"Krajna","key":"ref25"},{"issue":"1","key":"ref26","article-title":"Learning entity and relation embeddings for knowledge graph completion","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence","volume":"29","author":"Lin"},{"issue":"1","key":"ref27","article-title":"Knowledge graph embedding by translating on hyperplanes","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence","volume":"28","author":"Wang"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.13554"},{"key":"ref29","first-page":"1861","article-title":"Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor","volume-title":"Proceedings of the 35th International Conference on Machine Learning","volume":"80","author":"Haarnoja"},{"key":"ref30","first-page":"188","article-title":"Justifying recommendations using distantly-labeled reviews and fine-grained aspects","volume-title":"Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)","author":"Ni"},{"article-title":"Proximal policy optimization algorithms","year":"2017","author":"Schulman","key":"ref31"},{"key":"ref32","first-page":"507","article-title":"Agent57: Outperforming the Atari human benchmark","volume-title":"Proceedings of the 37th International Conference on Machine Learning","volume":"119","author":"Badia"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-03157-9"},{"issue":"04","key":"ref34","first-page":"4501","article-title":"Google research football: A novel reinforcement learning environment","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence","volume":"34","author":"Kurach"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1724-z"},{"issue":"1","key":"ref36","article-title":"Monotonic value function factorisation for deep multi-agent reinforcement learning","volume":"21","author":"Rashid","year":"2020","journal-title":"J. Mach. Learn. Res."},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i12.26710"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/IROS47612.2022.9981319"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3054625"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531934"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532022"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-00123-9_11"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"issue":"1","key":"ref44","article-title":"Deep reinforcement learning with double q-learning","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence","volume":"30","author":"van Hasselt"}],"event":{"name":"2024 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2024,6,30]]},"location":"Yokohama, Japan","end":{"date-parts":[[2024,7,5]]}},"container-title":["2024 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10649807\/10649898\/10650282.pdf?arnumber=10650282","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T05:09:41Z","timestamp":1725944981000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10650282\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,30]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/ijcnn60899.2024.10650282","relation":{},"subject":[],"published":{"date-parts":[[2024,6,30]]}}}