{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T19:19:25Z","timestamp":1725563965022},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642161070"},{"type":"electronic","value":"9783642161087"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-16108-7_28","type":"book-chapter","created":{"date-parts":[[2010,8,31]],"date-time":"2010-08-31T08:58:37Z","timestamp":1283245117000},"page":"345-359","source":"Crossref","is-referenced-by-count":11,"title":["Optimality Issues of Universal Greedy Agents with Static Priors"],"prefix":"10.1007","author":[{"given":"Laurent","family":"Orseau","sequence":"first","affiliation":[]}],"member":"297","reference":[{"issue":"1481","key":"28_CR1","doi-asserted-by":"publisher","first-page":"933","DOI":"10.1098\/rstb.2007.2098","volume":"362","author":"J.D. Cohen","year":"2007","unstructured":"Cohen, J.D., McClure, S.M., Yu, A.J.: Should I stay or should I go? How the human brain manages the trade-off between exploitation and exploration. Philosophical Transactions of the Royal Society B: Biological Sciences\u00a0362(1481), 933\u2013942 (2007)","journal-title":"Philosophical Transactions of the Royal Society B: Biological Sciences"},{"key":"28_CR2","unstructured":"Hutter, M.: A theory of universal artificial intelligence based on algorithmic complexity. Arxiv (April 2000), \n                      \n                        http:\/\/arxiv.org\/abs\/cs\/0004001"},{"key":"28_CR3","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"364","DOI":"10.1007\/3-540-45435-7_25","volume-title":"Computational Learning Theory","author":"M. Hutter","year":"2002","unstructured":"Hutter, M.: Self-optimizing and pareto-optimal policies in general environments based on bayes-mixtures. In: Kivinen, J., Sloan, R.H. (eds.) COLT 2002. LNCS (LNAI), vol.\u00a02375, pp. 364\u2013379. Springer, Heidelberg (2002)"},{"key":"28_CR4","doi-asserted-by":"crossref","DOI":"10.1007\/b138233","volume-title":"Universal Artificial Intelligence: Sequential Decisions Based On Algorithmic Probability","author":"M. Hutter","year":"2005","unstructured":"Hutter, M.: Universal Artificial Intelligence: Sequential Decisions Based On Algorithmic Probability. Springer, Heidelberg (2005)"},{"key":"28_CR5","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1007\/978-3-540-68677-4_8","volume-title":"Artificial General Intelligence","author":"M. Hutter","year":"2007","unstructured":"Hutter, M.: Universal algorithmic intelligence: A mathematical top-down approach. In: Artificial General Intelligence, pp. 227\u2013290. Springer, Heidelberg (2007)"},{"key":"28_CR6","unstructured":"Kraft, L.G.: A device for quantizing, grouping, and coding amplitude modulated pulses. Ph.D. thesis, MIT, Electrical Engineering Department, Cambridge, MA (1949)"},{"key":"28_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-49820-1","volume-title":"An Introduction to Kolmogorov Complexity and Its Applications","author":"M. Li","year":"2008","unstructured":"Li, M., Vitanyi, P.: An Introduction to Kolmogorov Complexity and Its Applications. Springer, New York (2008)"},{"key":"28_CR8","volume-title":"Artificial Intelligence: A Modern Approach","author":"S. Russell","year":"2003","unstructured":"Russell, S., Norvig, P.: Artificial Intelligence: A Modern Approach, 2nd edn. Prentice-Hall, Englewood Cliffs (2003)","edition":"2"},{"key":"28_CR9","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1007\/3-540-45435-7_15","volume-title":"Computational Learning Theory","author":"J. Schmidhuber","year":"2002","unstructured":"Schmidhuber, J.: The speed prior: A new simplicity measure yielding near-optimal computable predictions. In: Kivinen, J., Sloan, R.H. (eds.) COLT 2002. LNCS (LNAI), vol.\u00a02375, pp. 216\u2013228. Springer, Heidelberg (2002)"},{"issue":"4","key":"28_CR10","doi-asserted-by":"publisher","first-page":"422","DOI":"10.1109\/TIT.1978.1055913","volume":"24","author":"R. Solomonoff","year":"1978","unstructured":"Solomonoff, R.: Complexity-based induction systems: comparisons and convergence theorems. IEEE Transactions on Information Theory\u00a024(4), 422\u2013432 (1978)","journal-title":"IEEE Transactions on Information Theory"},{"key":"28_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0019-9958(64)90223-2","volume":"7","author":"R.J. Solomonoff","year":"1964","unstructured":"Solomonoff, R.J.: A formal theory of inductive inference. Part I. Information and Control\u00a07, 1\u201322 (1964)","journal-title":"Information and Control"},{"key":"28_CR12","volume-title":"Reinforcement Learning: An Introduction","author":"R. Sutton","year":"1998","unstructured":"Sutton, R., Barto, A.: Reinforcement Learning: An Introduction. MIT Press, Cambridge (1998); a Bradford Book"},{"key":"28_CR13","unstructured":"Veness, J., Ng, K.S., Hutter, M., Silver, D.: A monte carlo AIXI approximation. Arxiv (September 2009), \n                      \n                        http:\/\/arxiv.org\/abs\/0909.0801"}],"container-title":["Lecture Notes in Computer Science","Algorithmic Learning Theory"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-16108-7_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T17:23:39Z","timestamp":1558286619000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-16108-7_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642161070","9783642161087"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-16108-7_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}