{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T22:23:06Z","timestamp":1777501386889,"version":"3.51.4"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,4,14]],"date-time":"2024-04-14T00:00:00Z","timestamp":1713052800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,4,14]],"date-time":"2024-04-14T00:00:00Z","timestamp":1713052800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,4,14]]},"DOI":"10.1109\/icassp48485.2024.10447993","type":"proceedings-article","created":{"date-parts":[[2024,3,18]],"date-time":"2024-03-18T18:56:31Z","timestamp":1710788191000},"page":"5120-5124","source":"Crossref","is-referenced-by-count":3,"title":["Trend-Heuristic Reinforcement Learning Framework for News-Oriented Stock Portfolio Management"],"prefix":"10.1109","author":[{"given":"Wei","family":"Ding","sequence":"first","affiliation":[{"name":"Xiamen University,School of Informatics,Xiamen,China"}]},{"given":"Zhennan","family":"Chen","sequence":"additional","affiliation":[{"name":"Xiamen University,School of Informatics,Xiamen,China"}]},{"given":"Hanpeng","family":"Jiang","sequence":"additional","affiliation":[{"name":"Xiamen University,School of Informatics,Xiamen,China"}]},{"given":"Yuanguo","family":"Lin","sequence":"additional","affiliation":[{"name":"Xiamen University,School of Informatics,Xiamen,China"}]},{"given":"Fan","family":"Lin","sequence":"additional","affiliation":[{"name":"Xiamen University,School of Informatics,Xiamen,China"}]}],"member":"263","reference":[{"key":"ref1","first-page":"507","article-title":"Agent57: Outperforming the atari human benchmark","volume-title":"International conference on machine learning","author":"Badia"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1177\/0278364919887447"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-022-05172-4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3582560"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i1.16142"},{"key":"ref6","article-title":"A deep reinforcement learning framework for the financial portfolio management problem","author":"Jiang","year":"2017"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.2979700"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/557"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557363"},{"key":"ref10","article-title":"Contrastive learning and reward smoothing for deep portfolio management","volume-title":"Proceedings of the IJCAI Conference on Artificial Intelligence","author":"Wang"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i1.16144"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5462"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jestch.2021.01.007"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.2139\/ssrn.4489831"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/810"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330647"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/72.935097"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467297"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557283"},{"key":"ref23","doi-asserted-by":"crossref","DOI":"10.1142\/7598","article-title":"and William T Ziemba","volume":"3","author":"MacLean","year":"2011","journal-title":"The Kelly capital growth investment criterion: Theory and practice"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143846"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2016.2563433"}],"event":{"name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Seoul, Korea, Republic of","start":{"date-parts":[[2024,4,14]]},"end":{"date-parts":[[2024,4,19]]}},"container-title":["ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10445798\/10445803\/10447993.pdf?arnumber=10447993","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,2]],"date-time":"2024-08-02T06:34:08Z","timestamp":1722580448000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10447993\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,14]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/icassp48485.2024.10447993","relation":{},"subject":[],"published":{"date-parts":[[2024,4,14]]}}}