{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,18]],"date-time":"2026-04-18T16:07:55Z","timestamp":1776528475832,"version":"3.51.2"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,1]],"date-time":"2024-05-01T00:00:00Z","timestamp":1714521600000},"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":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2024,5]]},"DOI":"10.1109\/tai.2023.3322391","type":"journal-article","created":{"date-parts":[[2023,10,6]],"date-time":"2023-10-06T14:06:04Z","timestamp":1696601164000},"page":"2304-2318","source":"Crossref","is-referenced-by-count":3,"title":["A Knowledge Flow Empowered Cognitive Framework for Decision Making With Task-Agnostic Data Regulation"],"prefix":"10.1109","volume":"5","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4992-387X","authenticated-orcid":false,"given":"Liming","family":"Huang","sequence":"first","affiliation":[{"name":"Department of Computer Science, Faculty of Environment, Science and Economy, University of Exeter, Exeter, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0801-8443","authenticated-orcid":false,"given":"Yulei","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Faculty of Environment, Science and Economy, University of Exeter, Exeter, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5100-5376","authenticated-orcid":false,"given":"Niccol\u00f2","family":"Tempini","sequence":"additional","affiliation":[{"name":"Department of Social and Political Sciences, Philosophy, and Anthropology, Faculty of Humanities, Arts and Social Sciences, University of Exeter, Exeter, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"6293","article-title":"Multi-task causal learning with Gaussian processes","volume-title":"Proc. Int. Conf. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Aglietti","year":"2020"},{"key":"ref2","first-page":"509","article-title":"Amortized causal discovery: Learning to infer causal graphs from time-series data","volume-title":"Proc. Conf. Causal Learn. Reasoning","author":"Lwe","year":"2022"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1126\/scirobotics.abm4183"},{"key":"ref4","first-page":"51","article-title":"Effects of robot motion on human-robot collaboration","volume-title":"Proc. ACM\/IEEE 10th Int. Conf. Hum.-Robot Interact.","author":"Dragan","year":"2015"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"key":"ref6","first-page":"4768","article-title":"A unified approach to interpreting model predictions","volume-title":"Proc. Int. Conf. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Lundberg","year":"2017"},{"key":"ref7","first-page":"2520","article-title":"Model agnostic supervised local explanations","volume-title":"Proc. Int. Conf. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Plumb","year":"2018"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11491"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2487833"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s41095-020-0199-z"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2021.3069812"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/lsp.2020.3020735"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-021-02434-y"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2743025"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i02.5483"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i03.5631"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2022.103514"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3059968"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3309665"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01284"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3440207"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330884"},{"key":"ref23","first-page":"11734","article-title":"Task-agnostic exploration in reinforcement learning","volume-title":"Proc. Int. Conf. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Zhang","year":"2020"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1126\/scirobotics.aau9354"},{"key":"ref25","first-page":"20516","article-title":"Interesting object, curious agent: Learning task-agnostic exploration","volume-title":"Proc. Int. Conf. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Parisi","year":"2021"},{"key":"ref26","first-page":"1696","article-title":"Task-agnostic dynamics priors for deep reinforcement learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Du","year":"2019"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2020.3043016"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i3.20260"},{"key":"ref29","first-page":"211","article-title":"Scalable causal learning for predicting adverse events in smart buildings","volume-title":"Proc. Workshops 30th AAAI Conf. Artif. Intell.","author":"Basak","year":"2016"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00394"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11564"},{"key":"ref32","first-page":"14664","article-title":"Quantification and analysis of layer-wise and pixel-wise information discarding","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ma","year":"2022"},{"key":"ref33","article-title":"Discovering and explaining the representation bottleneck of DNNs","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Deng","year":"2022"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511803161"},{"key":"ref35","article-title":"Causal reinforcement learning using observational and interventional data","author":"Gasse","year":"2021"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3136171"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335388"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.2307\/1912017"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.2307\/j.ctv14jx6sm"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301922"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-018-0560-3"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/837"},{"key":"ref44","article-title":"Playing Atari with deep reinforcement learning","author":"Mnih","year":"2013"},{"key":"ref45","first-page":"1889","article-title":"Trust region policy optimization","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Schulman","year":"2015"},{"key":"ref46","first-page":"1861","article-title":"Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Haarnoja","year":"2018"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.2307\/2346830"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.9790\/3021-0204719725"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9078688\/10532210\/10273594.pdf?arnumber=10273594","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,23]],"date-time":"2025-08-23T01:09:10Z","timestamp":1755911350000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10273594\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5]]},"references-count":48,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tai.2023.3322391","relation":{},"ISSN":["2691-4581"],"issn-type":[{"value":"2691-4581","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,5]]}}}