{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T04:11:29Z","timestamp":1743135089486,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540421443"},{"type":"electronic","value":"9783540451532"}],"license":[{"start":{"date-parts":[[2001,1,1]],"date-time":"2001-01-01T00:00:00Z","timestamp":978307200000},"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":[[2001]]},"DOI":"10.1007\/3-540-45153-6_23","type":"book-chapter","created":{"date-parts":[[2007,11,13]],"date-time":"2007-11-13T15:24:20Z","timestamp":1194967460000},"page":"236-245","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["The Importance of Being Discrete: Learning Classes of Actions and Outcomes through Interaction"],"prefix":"10.1007","author":[{"given":"Gary","family":"King","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tim","family":"Oates","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2001,5,16]]},"reference":[{"key":"23_CR1","unstructured":"R. Agrawal, K. Lin, H. S. Sawhney, and K. Shim. Fast similarity search in the presence of noise, scaling and translation in time series databases. In Proceedings of the 21st International Conference on Very Large Databases, 1995."},{"key":"23_CR2","doi-asserted-by":"crossref","unstructured":"Scott Benson. Inductive learning of reactive action models. In Proceedings of the Twelfth International Conference on Machine Learning, pages 47\u201354, 1995.","DOI":"10.1016\/B978-1-55860-377-6.50015-3"},{"key":"23_CR3","unstructured":"Paul R. Cohen, Marco Ramoni, Paola Sebastiani, and John Warwick. Unsupervised clustering of robot activities: A bayesian approach. To appear in Proceedings of the Fourth International Conference on Autonomous Agents, 1999."},{"key":"23_CR4","unstructured":"Thomas H. Cormen, Charles E. Leiserson, and Ronald L. Rivest. Introduction to Algorithms. The MIT Press, 1990."},{"key":"23_CR5","unstructured":"Yolanda Gil. Acquiring Domain Knowledge for Planning by Experimentation. PhD thesis, Carnegie Mellon University, 1992."},{"key":"23_CR6","unstructured":"Eamonn Keogh and Michael J. Pazzani. An enhanced representation of time series which allows fast and accurate classification, clustering and relevance feedback. In Working Notes of the AAAI-98 workshop on Predicting the Future: AI Approaches to Time-Series Analysis, pages 44\u201351, 1998."},{"issue":"2-3","key":"23_CR7","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/0004-3702(92)90058-6","volume":"55","author":"S. Mahadevan","year":"1992","unstructured":"Sridhar Mahadevan and Jonathan Connell. Automatic programming of behavior-based robots using reinforcement learning. Artificial Intelligence, 55(2-3):189\u2013208, 1992.","journal-title":"Artificial Intelligence"},{"key":"23_CR8","doi-asserted-by":"crossref","unstructured":"Tim Oates. Identifying distinctive subsequences in multivariate time series by clustering. In Proceedings of the Fifth International Conference on Knowledge Discovery and Data Mining, pages 322\u2013326, 1999.","DOI":"10.1145\/312129.312268"},{"key":"23_CR9","unstructured":"Tim Oates and Paul R. Cohen. Searching for planning operators with context-dependent and probabilistic effects. 1996."},{"key":"23_CR10","doi-asserted-by":"crossref","unstructured":"Tim Oates, Zachary Eyler-Walker, and Paul R. Cohen. Toward natural language interfaces for robotic agents: Grounding linguistic meaning in sensors. In Proceedings of the Fourth International Conference on Autonomous Agents, pages 227\u2013228, 2000. Extended abstract.","DOI":"10.1145\/336595.337389"},{"key":"23_CR11","series-title":"PhD thesis","volume-title":"Map Learning with Uninterpreted Sensors and Effector","author":"D. M. Pierce","year":"1995","unstructured":"David M. Pierce. Map Learning with Uninterpreted Sensors and Effector. PhD thesis, University of Texas, Austin, 1995."},{"volume-title":"Time Warps, String Edits, and Macromolecules: Theory and Practice of Sequence Comparisons","year":"1983","key":"23_CR12","unstructured":"David Sanko and Joseph B. Kruskal, editors. Time Warps, String Edits, and Macromolecules: Theory and Practice of Sequence Comparisons. Addison-Wesley Publishing Company, Reading, MA, 1983."},{"issue":"2","key":"23_CR13","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1177\/105971239700600201","volume":"6","author":"J. C. Santamaria","year":"1998","unstructured":"J. C. Santamaria, R. S. Sutton, and A. Ram. Experiments with reinforcement learning in problems with continuous state and action spaces. Adaptive behavior, 6(2):163\u2013218, 1998.","journal-title":"Adaptive behavior"},{"key":"23_CR14","unstructured":"Patrick Suppes. A Probabilistic Theory of Causality. North Holland, Amsterdam, 1970."},{"key":"23_CR15","doi-asserted-by":"crossref","unstructured":"Xuemei Wang. Learning by observation and practice: An incremental approach for planning operator acquisition. In Proceedings of the Twelfth International Conference on Machine Learning, 1995.","DOI":"10.1016\/B978-1-55860-377-6.50074-8"},{"key":"23_CR16","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1142\/S0129065795000251","volume":"6","author":"A. S. Weigend","year":"1995","unstructured":"Andreas S. Weigend, Morgan Mangeas, and Ashok N. Srivastava. Nonlinear gated experts for time series: discovering regimes and avoiding overfitting. Int J Neural Syst, 6:373\u2013399, 1995.","journal-title":"Int J Neural Syst"}],"container-title":["Lecture Notes in Computer Science","Advances in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-45153-6_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T10:51:27Z","timestamp":1558263087000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-45153-6_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2001]]},"ISBN":["9783540421443","9783540451532"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/3-540-45153-6_23","relation":{},"ISSN":["0302-9743"],"issn-type":[{"type":"print","value":"0302-9743"}],"subject":[],"published":{"date-parts":[[2001]]},"assertion":[{"value":"16 May 2001","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}