{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T16:36:27Z","timestamp":1756312587252},"reference-count":8,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2020,5,9]],"date-time":"2020-05-09T00:00:00Z","timestamp":1588982400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,5,9]],"date-time":"2020-05-09T00:00:00Z","timestamp":1588982400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Sci. China Inf. Sci."],"published-print":{"date-parts":[[2020,6]]},"DOI":"10.1007\/s11432-018-9820-3","type":"journal-article","created":{"date-parts":[[2020,5,14]],"date-time":"2020-05-14T04:05:26Z","timestamp":1589429126000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Reinforcement learning with actor-critic for knowledge graph reasoning"],"prefix":"10.1007","volume":"63","author":[{"given":"Linli","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Dewei","family":"Li","sequence":"additional","affiliation":[]},{"given":"Yugeng","family":"Xi","sequence":"additional","affiliation":[]},{"given":"Shuai","family":"Jia","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,5,9]]},"reference":[{"key":"9820_CR1","first-page":"1308","volume-title":"Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics","author":"Q Wang","year":"2016","unstructured":"Wang Q, Liu J, Luo Y F, et al. Knowledge base completion via coupled path ranking. In: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016. 1308\u20131318"},{"key":"9820_CR2","first-page":"1803.06581","volume":"ArXiv","author":"W H Chen","year":"2018","unstructured":"Chen W H, Xiong W H, Yan X F, et al. Variational knowledge graph reasoning. 2018. ArXiv:1803.06581","journal-title":"Variational knowledge graph reasoning"},{"key":"9820_CR3","first-page":"881","volume-title":"Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"L Ni","year":"2010","unstructured":"Ni L, Cohen W W. Fast query execution for retrieval models based on path-constrained random walks. In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010. 881\u2013888"},{"key":"9820_CR4","first-page":"355","volume-title":"Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics","author":"W Y Wang","year":"2015","unstructured":"Wang W Y, Cohen W W. Joint information extraction and reasoning: a scalable statistical relational learning approach. In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics, 2015. 355\u2013364"},{"key":"9820_CR5","first-page":"2787","volume-title":"Proceedings of Neural Information Processing Systems","author":"A Bordes","year":"2013","unstructured":"Bordes A, Usunier N, Garcia-Duran A, et al. Translating embeddings for modeling multi-relational data. In: Proceedings of Neural Information Processing Systems, 2013. 2787\u20132795"},{"key":"9820_CR6","volume-title":"ArXiv","author":"W H Xiong","year":"2017","unstructured":"Xiong W H, Hoang T, Wang W Y. DeepPath: a reinforcement learning method for knowledge graph rea-soning. 2017. ArXiv:1707.06690"},{"key":"9820_CR7","first-page":"387","volume-title":"Proceedings of the 31st International Conference on International Conference on Machine Learning","author":"D Silver","year":"2014","unstructured":"Silver D, Lever G, Heess N, et al. Deterministic policy gradient algorithms. In: Proceedings of the 31st International Conference on International Conference on Machine Learning, 2014. 387\u2013395"},{"key":"9820_CR8","volume-title":"Proceedings of the 24th AAAI Conference on Artificial Intelligence","author":"C Andrew","year":"2010","unstructured":"Andrew C, Justin B, Bryan K, et al. Toward an architecture for neverending language learning. In: Proceedings of the 24th AAAI Conference on Artificial Intelligence, 2010"}],"container-title":["Science China Information Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11432-018-9820-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11432-018-9820-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11432-018-9820-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,12]],"date-time":"2023-04-12T14:19:14Z","timestamp":1681309154000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11432-018-9820-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5,9]]},"references-count":8,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2020,6]]}},"alternative-id":["9820"],"URL":"https:\/\/doi.org\/10.1007\/s11432-018-9820-3","relation":{},"ISSN":["1674-733X","1869-1919"],"issn-type":[{"value":"1674-733X","type":"print"},{"value":"1869-1919","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,5,9]]},"assertion":[{"value":"6 June 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 August 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"31 January 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 May 2020","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"169101"}}