{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T09:10:02Z","timestamp":1748596202187,"version":"3.41.0"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319238678"},{"type":"electronic","value":"9783319238685"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-23868-5_18","type":"book-chapter","created":{"date-parts":[[2015,8,29]],"date-time":"2015-08-29T10:50:50Z","timestamp":1440845450000},"page":"250-265","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["POMDP Based Action Planning and Human Error Detection"],"prefix":"10.1007","author":[{"given":"Emilie M. D.","family":"Jean-Baptiste","sequence":"first","affiliation":[]},{"given":"Pia","family":"Rotshtein","sequence":"additional","affiliation":[]},{"given":"Martin","family":"Russell","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,11,15]]},"reference":[{"key":"18_CR1","doi-asserted-by":"crossref","unstructured":"Peters, C., Hermann, T., Wachsmuth, S.: TEBRA - an automatic prompting system for persons with cognitive disabilities in brushing teeth. In: Proceedings of the 6th International Conference on Health Informatics (HealthInf)pp. 12\u201323 (2013)","DOI":"10.5220\/0004193800120023"},{"key":"18_CR2","doi-asserted-by":"crossref","unstructured":"Mihailidis, J., Boger, J.N., Craig, T., Hoey, J.: The coach prompting system to assist older adults with dementia through handwashing: An efficacy study. BMC Geriatrics, 8\u201328 (2008)","DOI":"10.1186\/1471-2318-8-28"},{"key":"18_CR3","doi-asserted-by":"crossref","unstructured":"Jean-Baptiste, E.M.D., et al.: Intelligent assistive system using real-time action recognition for stroke survivors. In: Proceedings of the IEEE International Conference on Healthcare Informatics (ICHI), pp. 39\u201344 (2014)","DOI":"10.1109\/ICHI.2014.13"},{"key":"18_CR4","doi-asserted-by":"crossref","unstructured":"Rudary, M., Singh, S., Pollack, M.E.: Adaptive cognitive orthotics: Combining reinforcement learning and constraint-based temporal reasoning. In: Proceedings of the 21st International Conference on Machine Learning, ICML 2004 (2004)","DOI":"10.1145\/1015330.1015411"},{"key":"18_CR5","doi-asserted-by":"crossref","unstructured":"Middleton, E., Schwartz, M.: Errorless learning in cognitive rehabilitation: a critical review. Journal Neuropsychological Rehabilitation, 138\u2013168 (2012)","DOI":"10.1080\/09602011.2011.639619"},{"key":"18_CR6","doi-asserted-by":"crossref","unstructured":"Astrom, K.J.: Optimal control of Markov decision processes with incomplete state estimation. Journal of Mathematical Analysis and Applications, 74\u2013205 (1965)","DOI":"10.1016\/0022-247X(65)90154-X"},{"key":"18_CR7","doi-asserted-by":"crossref","unstructured":"Smallwood, R.D., Sondik, E.J.: The optimal control of partially observable Markov processes over a finite horizon. Operations Research, 1071\u20131088 (1973)","DOI":"10.1287\/opre.21.5.1071"},{"key":"18_CR8","unstructured":"Russell, S., Norvig, P.: Artificial Intelligence: A modern approach. Prentice Hall (1995)"},{"key":"18_CR9","doi-asserted-by":"crossref","unstructured":"Kaelbling, L.P., Littman, M.L., Cassandra, A.R.: Planning and acting in partially observable stochastic domains. Artificial Intelligence, 99\u2013134 (1998)","DOI":"10.1016\/S0004-3702(98)00023-X"},{"key":"18_CR10","unstructured":"Hoey, J., von Bertoldi, A., Poupart, P., Mihailidis, A.: Assisting persons with dementia during hand-washing using a partially observable Markov decision process. In: Proceedings of the Int. Conf. on Vision Systems (ICVS) (2007)"},{"key":"18_CR11","doi-asserted-by":"crossref","unstructured":"Boger, J.: et\u00a0al.: A planning system based on Markov Decision Processes to guide people with dementia through activities of daily living. Proceedings of the IEEE Transactions on Information Technology in Biomedicine (2006)","DOI":"10.1109\/TITB.2006.864480"},{"key":"18_CR12","doi-asserted-by":"crossref","unstructured":"Young, S.: The hidden information state model: a practical framework for POMDP-based spoken dialogue management. Computer Speech and Language, 150\u2013174 (2010)","DOI":"10.1016\/j.csl.2009.04.001"},{"key":"18_CR13","unstructured":"Williams, J.D., Poupart, P., Young, S.J.: Factored partially observable Markov decision processes for dialogue management. In: Proc. Workshop on Knowledge and Reasoning in Practical Dialogue Systems, Int. Joint Conf. on Artificial Intelligence (IJCAI), Edinburgh (2005)"},{"key":"18_CR14","unstructured":"Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. Adaptive Computation and Machine Learning. MIT Press, Cambridge (1998)"},{"key":"18_CR15","doi-asserted-by":"crossref","unstructured":"Levin, E., Pieraccini, R., Eckert, W.: A stochastic model of human-machine interaction for learning dialog strategies. In: Proceedings of the IEEE Transactions on Speech and Audio Processing (2000)","DOI":"10.1109\/89.817450"},{"key":"18_CR16","doi-asserted-by":"crossref","unstructured":"Thomson, B., Young, S.: Bayesian update of dialogue state: A POMDP framework for spoken dialogue systems. Computer Speech and Language (2010)","DOI":"10.1016\/j.csl.2009.07.003"},{"key":"18_CR17","unstructured":"Scheffler, K., Young, S.: Corpus-based dialogue simulation for automatic strategy learning and evaluation. In: Proceedings of NAACL (2001)"},{"key":"18_CR18","doi-asserted-by":"crossref","unstructured":"Georgila, K., Henderson, J., Lemon, O.: Learning User Simulations for information state update dialog systems. In: Proceedings of Eurospeech (2005)","DOI":"10.21437\/Interspeech.2005-401"},{"key":"18_CR19","doi-asserted-by":"crossref","unstructured":"Schatzmann, J., Weilhammer, K., Stuttle, M., Young, S.: A survey of statistical User Simulation techniques for reinforcement-learning of dialogue management strategies. Journal KER (2006)","DOI":"10.1017\/S0269888906000944"},{"key":"18_CR20","doi-asserted-by":"crossref","unstructured":"Rieser, V., Lemon, O.: Cluster-based User Simulations for learning dialogue strategies. In: Proceedings of Interspeech (2006)","DOI":"10.21437\/Interspeech.2006-489"},{"key":"18_CR21","doi-asserted-by":"crossref","unstructured":"Quateroni, S., Gonz\u00e1lex, M., Riccardi, G., Varges, S.: Combining user intention and error modelling for statistical dialogue simulators. In: Proceedings of Interspeech (2010)","DOI":"10.21437\/Interspeech.2010-50"},{"key":"18_CR22","doi-asserted-by":"crossref","unstructured":"Jean-Baptiste, E.M.D., Howe, J., Rotshtein, P., Russell, M.: Cogwatch: Intelligent agent-based system to assist stroke survivors during tea-making. In: Proceedings of the IEEE\/SAI Intelligent Systems Conference (2015)","DOI":"10.1109\/IntelliSys.2015.7361179"},{"key":"18_CR23","doi-asserted-by":"crossref","unstructured":"Pflugler, J., et al.: Using human-computer interface for rehabilitation of activities of daily living (ADL) in stroke patients. lessons from the first prototype. In: Proceedings of the International Conference on NeuroRehabilitation (ICNR), 629\u2013636 (2014)","DOI":"10.1007\/978-3-319-08072-7_90"},{"key":"18_CR24","doi-asserted-by":"crossref","unstructured":"Gibbs, A., Francis, Su, E.: On choosing and bounding probability metrics. Internat. Statist. Rev. (2002)","DOI":"10.2307\/1403865"},{"key":"18_CR25","doi-asserted-by":"crossref","unstructured":"Chung, J.K., Kannappan, P., Ng, C., Sahoo, P.: Measures of distance between probability distributions. Journal of Mathematical Analysis and Applications (1989)","DOI":"10.1016\/0022-247X(89)90335-1"},{"key":"18_CR26","doi-asserted-by":"crossref","unstructured":"Pearson, K.: Notes on the history of correlation. Biometrika, 25\u201345 (1920)","DOI":"10.1093\/biomet\/13.1.25"},{"key":"18_CR27","unstructured":"Marie, D.M., Elena, D.: Encyclopedia of Distances. Springer, Heidelberg (2009)"}],"container-title":["IFIP Advances in Information and Communication Technology","Artificial Intelligence Applications and Innovations"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-23868-5_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T08:46:49Z","timestamp":1748594809000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-23868-5_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319238678","9783319238685"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-23868-5_18","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"15 November 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}