{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,15]],"date-time":"2026-04-15T22:04:17Z","timestamp":1776290657027,"version":"3.50.1"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,3,22]],"date-time":"2023-03-22T00:00:00Z","timestamp":1679443200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,3,22]],"date-time":"2023-03-22T00:00:00Z","timestamp":1679443200000},"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":[[2023,3,22]]},"DOI":"10.1109\/ciss56502.2023.10089648","type":"proceedings-article","created":{"date-parts":[[2023,4,10]],"date-time":"2023-04-10T18:58:36Z","timestamp":1681153116000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["Interpretable Skill Learning for Dynamic Treatment Regimes through Imitation"],"prefix":"10.1109","author":[{"given":"Yushan","family":"Jiang","sequence":"first","affiliation":[{"name":"University of Connecticut,Department of Computer Science and Engineering,Storrs,CT,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenchao","family":"Yu","sequence":"additional","affiliation":[{"name":"Data Science & System Security,NEC Laboratories American,Princeton,NJ,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongjin","family":"Song","sequence":"additional","affiliation":[{"name":"University of Connecticut,Department of Computer Science and Engineering,Storrs,CT,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Cheng","sequence":"additional","affiliation":[{"name":"Data Science & System Security,NEC Laboratories American,Princeton,NJ,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haifeng","family":"Chen","sequence":"additional","affiliation":[{"name":"Data Science & System Security,NEC Laboratories American,Princeton,NJ,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-statistics-022513-115553"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1080\/10543406.2010.547264"},{"key":"ref3","article-title":"Generative adversarial imitation learning","volume":"29","author":"Ho","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380248"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-70139-4","article-title":"Infogail: Interpretable imitation learning from visual demonstrations","volume":"30","author":"Li","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref6","article-title":"Directed-info gail: Learning hierarchical policies from unsegmented demonstrations using directed information","author":"Sharma","year":"2018","journal-title":"arXiv preprint"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498535"},{"key":"ref8","first-page":"147","article-title":"Continuous state-space models for optimal sepsis treatment: a deep reinforcement learning approach","volume-title":"Machine Learning for Healthcare Conference","author":"Raghu","year":"2017"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330908"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482355"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-4012"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"160035","DOI":"10.1038\/sdata.2016.35","article-title":"Mimic-iii, a freely accessible critical care database","volume":"3","author":"Johnson","year":"2016","journal-title":"Scientific data"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.0287"},{"key":"ref16","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2015","journal-title":"ICLR (Poster)"},{"issue":"11","key":"ref17","article-title":"Visualizing data using t-sne","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"Journal of machine learning research"}],"event":{"name":"2023 57th Annual Conference on Information Sciences and Systems (CISS)","location":"Baltimore, MD, USA","start":{"date-parts":[[2023,3,22]]},"end":{"date-parts":[[2023,3,24]]}},"container-title":["2023 57th Annual Conference on Information Sciences and Systems (CISS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10089615\/10089616\/10089648.pdf?arnumber=10089648","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,3]],"date-time":"2024-03-03T11:09:12Z","timestamp":1709464152000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10089648\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,22]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/ciss56502.2023.10089648","relation":{},"subject":[],"published":{"date-parts":[[2023,3,22]]}}}