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175Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLScott Sanner, Marcus Hutter: Recent Advances in Reinforcement Learning - 9th European Workshop, EWRL 2011, Athens, Greece, September 9-11, 2011, Revised Selected Papers Springer 2012
174Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander O'Neill, Marcus Hutter, Wen Shao, Peter Sunehag: Adaptive Context Tree Weighting. DCC 2012: 317-326
173Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel Veness, Kee Siong Ng, Marcus Hutter, Michael H. Bowling: Context Tree Switching. DCC 2012: 327-336
172Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexander O'Neill, Marcus Hutter, Wen Shao, Peter Sunehag: Adaptive Context Tree Weighting CoRR abs/1201.2056: (2012)
171Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrimal Jayawardena, Di Yang, Marcus Hutter: 3D Model Assisted Image Segmentation CoRR abs/1202.1943: (2012)
170Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTor Lattimore, Marcus Hutter: PAC Bounds for Discounted MDPs CoRR abs/1202.3890: (2012)
169Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: One Decade of Universal Artificial Intelligence CoRR abs/1202.6153: (2012)
168Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Can Intelligence Explode? CoRR abs/1202.6177: (2012)
2011
167Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTor Lattimore, Marcus Hutter, Vaibhav Gavane: Universal Prediction of Selected Bits. ALT 2011: 262-276
166Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Sunehag, Marcus Hutter: Axioms for Rational Reinforcement Learning. ALT 2011: 338-352
165Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTor Lattimore, Marcus Hutter: Asymptotically Optimal Agents. ALT 2011: 368-382
164Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTor Lattimore, Marcus Hutter: Time Consistent Discounting. ALT 2011: 383-397
163Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrimal Jayawardena, Marcus Hutter, Nathan Brewer: A Novel Illumination-Invariant Loss for Monocular 3D Pose Estimation. DICTA 2011: 37-44
162Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrimal Jayawardena, Di Yang, Marcus Hutter: 3D Model Assisted Image Segmentation. DICTA 2011: 51-58
161Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPhuong Nguyen, Peter Sunehag, Marcus Hutter: Feature Reinforcement Learning in Practice. EWRL 2011: 66-77
160Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Universal Learning Theory CoRR abs/1102.2467: (2011)
159Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Algorithmic Randomness as Foundation of Inductive Reasoning and Artificial Intelligence CoRR abs/1102.2468: (2011)
158Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSamuel Rathmanner, Marcus Hutter: A Philosophical Treatise of Universal Induction CoRR abs/1105.5721: (2011)
157Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Sunehag, Marcus Hutter: Axioms for Rational Reinforcement Learning CoRR abs/1107.5520: (2011)
156Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTor Lattimore, Marcus Hutter: Time Consistent Discounting CoRR abs/1107.5528: (2011)
155Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTor Lattimore, Marcus Hutter, Vaibhav Gavane: Universal Prediction of Selected Bits CoRR abs/1107.5531: (2011)
154Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTor Lattimore, Marcus Hutter: Asymptotically Optimal Agents CoRR abs/1107.5537: (2011)
153Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPhuong Nguyen, Peter Sunehag, Marcus Hutter: Feature Reinforcement Learning In Practice CoRR abs/1108.3614: (2011)
152Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel Veness, Kee Siong Ng, Marcus Hutter, Michael H. Bowling: Context Tree Switching CoRR abs/1111.3182: (2011)
151Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTor Lattimore, Marcus Hutter: No Free Lunch versus Occam's Razor in Supervised Learning CoRR abs/1111.3846: (2011)
150Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIan Wood, Peter Sunehag, Marcus Hutter: (Non-)Equivalence of Universal Priors CoRR abs/1111.3854: (2011)
149Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Sunehag, Marcus Hutter: Principles of Solomonoff Induction and AIXI CoRR abs/1111.6117: (2011)
148Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel Veness, Kee Siong Ng, Marcus Hutter, William T. B. Uther, David Silver: A Monte-Carlo AIXI Approximation. J. Artif. Intell. Res. (JAIR) 40: 95-142 (2011)
2010
147Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann: Algorithmic Learning Theory, 21st International Conference, ALT 2010, Canberra, Australia, October 6-8, 2010. Proceedings Springer 2010
146Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel Veness, Kee Siong Ng, Marcus Hutter, David Silver: Reinforcement Learning via AIXI Approximation. AAAI 2010
145Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann: Editors' Introduction. ALT 2010: 1-10
144Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Sunehag, Marcus Hutter: Consistency of Feature Markov Processes. ALT 2010: 360-374
143Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Universal Learning Theory. Encyclopedia of Machine Learning 2010: 1001-1008
142Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBen Goertzel, Marcus Hutter: Report on the Third Conference on Artificial General Intelligence. AI Magazine 31(3): 123-124 (2010)
141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: A Complete Theory of Everything (Will Be Subjective). Algorithms 3(4): 329-350 (2010)
140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPaola M. V. Rancoita, Marcus Hutter, Francesco Bertoni, Ivo Kwee: An integrated Bayesian analysis of LOH and copy number data. BMC Bioinformatics 11: 321 (2010)
139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Minh-Ngoc Tran: Model Selection with the Loss Rank Principle CoRR abs/1003.0516: (2010)
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWray L. Buntine, Marcus Hutter: A Bayesian Review of the Poisson-Dirichlet Process CoRR abs/1007.0296: (2010)
137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel Veness, Kee Siong Ng, Marcus Hutter, David Silver: Reinforcement Learning via AIXI Approximation CoRR abs/1007.2049: (2010)
136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPeter Sunehag, Marcus Hutter: Consistency of Feature Markov Processes CoRR abs/1007.2075: (2010)
135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSrimal Jayawardena, Marcus Hutter, Nathan Brewer: Featureless 2D-3D Pose Estimation by Minimising an Illumination-Invariant Loss CoRR abs/1011.1035: (2010)
134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Minh-Ngoc Tran: Model selection with the Loss Rank Principle. Computational Statistics & Data Analysis 54(5): 1288-1306 (2010)
2009
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPaola M. V. Rancoita, Marcus Hutter, Francesco Bertoni, Ivo Kwee: Bayesian Joint Estimation of CN and LOH Aberrations. IWANN (2) 2009: 1109-1117
132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Discrete MDL Predicts in Total Variation. NIPS 2009: 817-825
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKe Zhang, Marcus Hutter, Huidong Jin: A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data. PAKDD 2009: 813-822
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Open Problems in Universal Induction & Intelligence. Algorithms 2(3): 879-906 (2009)
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPaola M. V. Rancoita, Marcus Hutter, Francesco Bertoni, Ivo Kwee: Bayesian DNA copy number analysis. BMC Bioinformatics 10: (2009)
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKe Zhang, Marcus Hutter, Huidong Jin: A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data CoRR abs/0903.3257: (2009)
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlberto Piatti, Marco Zaffalon, Fabio Trojani, Marcus Hutter: Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance CoRR abs/0904.4527: (2009)
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Feature Reinforcement Learning: Part I: Unstructured MDPs CoRR abs/0906.1713: (2009)
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Open Problems in Universal Induction & Intelligence CoRR abs/0907.0746: (2009)
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoel Veness, Kee Siong Ng, Marcus Hutter, David Silver: A Monte Carlo AIXI Approximation CoRR abs/0909.0801: (2009)
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Nathan Brewer: Matching 2-D Ellipses to 3-D Circles with Application to Vehicle Pose Estimation CoRR abs/0912.3589: (2009)
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: A Complete Theory of Everything (will be subjective) CoRR abs/0912.5434: (2009)
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Practical robust estimators for the imprecise Dirichlet model. Int. J. Approx. Reasoning 50(2): 231-242 (2009)
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlberto Piatti, Marco Zaffalon, Fabio Trojani, Marcus Hutter: Limits of learning about a categorical latent variable under prior near-ignorance. Int. J. Approx. Reasoning 50(4): 597-611 (2009)
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Rocco A. Servedio: Preface. Theor. Comput. Sci. 410(19): 1747-1748 (2009)
2008
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKassel Hingee, Marcus Hutter: Equivalence of probabilistic tournament and polynomial ranking selection. IEEE Congress on Evolutionary Computation 2008: 564-571
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniil Ryabko, Marcus Hutter: Predicting non-stationary processes. Appl. Math. Lett. 21(5): 477-482 (2008)
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKassel Hingee, Marcus Hutter: Equivalence of Probabilistic Tournament and Polynomial Ranking Selection CoRR abs/0803.2925: (2008)
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Predictive Hypothesis Identification CoRR abs/0809.1270: (2008)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Shane Legg: Temporal Difference Updating without a Learning Rate CoRR abs/0810.5631: (2008)
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniil Ryabko, Marcus Hutter: On the Possibility of Learning in Reactive Environments with Arbitrary Dependence CoRR abs/0810.5636: (2008)
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Feature Markov Decision Processes CoRR abs/0812.4580: (2008)
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Feature Dynamic Bayesian Networks CoRR abs/0812.4581: (2008)
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Algorithmic complexity. Scholarpedia 3(1): 2573 (2008)
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniil Ryabko, Marcus Hutter: On the possibility of learning in reactive environments with arbitrary dependence. Theor. Comput. Sci. 405(3): 274-284 (2008)
2007
108no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Rocco A. Servedio, Eiji Takimoto: Algorithmic Learning Theory, 18th International Conference, ALT 2007, Sendai, Japan, October 1-4, 2007, Proceedings Springer 2007
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Rocco A. Servedio, Eiji Takimoto: Editors' Introduction. ALT 2007: 1-8
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: The Loss Rank Principle for Model Selection. COLT 2007: 589-603
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Shane Legg: Temporal Difference Updating without a Learning Rate. NIPS 2007
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShane Legg, Marcus Hutter: A Collection of Definitions of Intelligence CoRR abs/0706.3639: (2007)
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Andrej Muchnik: On Semimeasures Predicting Martin-Loef Random Sequences CoRR abs/0708.2319: (2007)
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: On Universal Prediction and Bayesian Confirmation CoRR abs/0709.1516: (2007)
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShane Legg, Marcus Hutter: Universal Intelligence: A Definition of Machine Intelligence CoRR abs/0712.3329: (2007)
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShane Legg, Marcus Hutter: Tests of Machine Intelligence CoRR abs/0712.3825: (2007)
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber: Algorithmic Complexity Bounds on Future Prediction Errors CoRR abs/cs/0701120: (2007)
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Universal Algorithmic Intelligence: A mathematical top->down approach CoRR abs/cs/0701125: (2007)
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Algorithmic Information Theory: a brief non-technical guide to the field CoRR abs/cs/0703024: (2007)
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: The Loss Rank Principle for Model Selection CoRR abs/math/0702804: (2007)
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber: Algorithmic complexity bounds on future prediction errors. Inf. Comput. 205(2): 242-261 (2007)
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShane Legg, Marcus Hutter: Universal Intelligence: A Definition of Machine Intelligence. Minds and Machines 17(4): 391-444 (2007)
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Algorithmic information theory. Scholarpedia 2(3): 2519 (2007)
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Shane Legg, Paul M. B. Vitányi: Algorithmic probability. Scholarpedia 2(8): 2572 (2007)
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Andrej Muchnik: On semimeasures predicting Martin-Löf random sequences. Theor. Comput. Sci. 382(3): 247-261 (2007)
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: On universal prediction and Bayesian confirmation. Theor. Comput. Sci. 384(1): 33-48 (2007)
2006
89no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Wolfgang Merkle, Paul M. B. Vitányi: Kolmogorov Complexity and Applications, 29.01. - 03.02.2006 Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2006
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShane Legg, Marcus Hutter: Tests of Machine Intelligence. 50 Years of Artificial Intelligence 2006: 232-242
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: General Discounting Versus Average Reward. ALT 2006: 244-258
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniil Ryabko, Marcus Hutter: Asymptotic Learnability of Reinforcement Problems with Arbitrary Dependence. ALT 2006: 334-347
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniil Ryabko, Marcus Hutter: Sequence prediction for non-stationary processes. Combinatorial and Algorithmic Foundations of Pattern and Association Discovery 2006
84no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLViktor Zhumatiy, Faustino J. Gomez, Marcus Hutter, Jürgen Schmidhuber: Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot. IAS 2006: 272-281
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Wolfgang Merkle, Paul M. B. Vitányi: 06051 Abstracts Collection -- Kolmogorov Complexity and Applications. Kolmogorov Complexity and Applications 2006
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber: Complexity Monotone in Conditions and Future Prediction Errors. Kolmogorov Complexity and Applications 2006
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniil Ryabko, Marcus Hutter: Learning in Reactive Environments with Arbitrary Dependence. Kolmogorov Complexity and Applications 2006
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: On the Foundations of Universal Sequence Prediction. TAMC 2006: 408-420
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLViktor Zhumatiy, Faustino J. Gomez, Marcus Hutter, Jürgen Schmidhuber: Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot CoRR abs/cs/0603023: (2006)
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniil Ryabko, Marcus Hutter: Asymptotic Learnability of Reinforcement Problems with Arbitrary Dependence CoRR abs/cs/0603110: (2006)
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: On the Foundations of Universal Sequence Prediction CoRR abs/cs/0605009: (2006)
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShane Legg, Marcus Hutter: A Formal Measure of Machine Intelligence CoRR abs/cs/0605024: (2006)
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: General Discounting versus Average Reward CoRR abs/cs/0605040: (2006)
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniil Ryabko, Marcus Hutter: On Sequence Prediction for Arbitrary Measures CoRR abs/cs/0606077: (2006)
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Shane Legg: Fitness Uniform Optimization CoRR abs/cs/0610126: (2006)
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: MDL Convergence Speed for Bernoulli Sequences CoRR abs/math/0602505: (2006)
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Bayesian Regression of Piecewise Constant Functions CoRR abs/math/0606315: (2006)
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMonaldo Mastrolilli, Marcus Hutter: Hybrid rounding techniques for knapsack problems. Discrete Applied Mathematics 154(4): 640-649 (2006)
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Shane Legg: Fitness uniform optimization. IEEE Trans. Evolutionary Computation 10(5): 568-589 (2006)
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Sequential predictions based on algorithmic complexity. J. Comput. Syst. Sci. 72(1): 95-117 (2006)
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: MDL convergence speed for Bernoulli sequences. Statistics and Computing 16(2): 161-175 (2006)
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: On generalized computable universal priors and their convergence. Theor. Comput. Sci. 364(1): 27-41 (2006)
2005
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: Defensive Universal Learning with Experts. ALT 2005: 356-370
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexey V. Chernov, Marcus Hutter: Monotone Conditional Complexity Bounds on Future Prediction Errors. ALT 2005: 414-428
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShane Legg, Marcus Hutter: Fitness uniform deletion: a simple way to preserve diversity. GECCO 2005: 1271-1278
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShane Legg, Marcus Hutter: A Universal Measure of Intelligence for Artificial Agents. IJCAI 2005: 1509-1510
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarco Zaffalon, Marcus Hutter: Robust inference of trees. Ann. Math. Artif. Intell. 45(1-2): 215-239 (2005)
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: Master Algorithms for Active Experts Problems based on Increasing Loss Values CoRR abs/cs/0502067: (2005)
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: On Generalized Computable Universal Priors and their Convergence CoRR abs/cs/0503026: (2005)
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShane Legg, Marcus Hutter: Fitness Uniform Deletion: A Simple Way to Preserve Diversity CoRR abs/cs/0504035: (2005)
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Jan Poland: Adaptive Online Prediction by Following the Perturbed Leader CoRR abs/cs/0504078: (2005)
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: Asymptotics of Discrete MDL for Online Prediction CoRR abs/cs/0506022: (2005)
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAlexey V. Chernov, Marcus Hutter: Monotone Conditional Complexity Bounds on Future Prediction Errors CoRR abs/cs/0507041: (2005)
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: Defensive Universal Learning with Experts CoRR abs/cs/0507044: (2005)
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Sequential Predictions based on Algorithmic Complexity CoRR abs/cs/0508043: (2005)
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: Universal Learning of Repeated Matrix Games CoRR abs/cs/0508073: (2005)
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarco Zaffalon, Marcus Hutter: Robust Inference of Trees CoRR abs/cs/0511087: (2005)
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: Strong Asymptotic Assertions for Discrete MDL in Regression and Classification CoRR abs/math/0502315: (2005)
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Marco Zaffalon: Distribution of mutual information from complete and incomplete data. Computational Statistics & Data Analysis 48(3): 633-657 (2005)
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: Asymptotics of discrete MDL for online prediction. IEEE Transactions on Information Theory 51(11): 3780-3795 (2005)
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Jan Poland: Adaptive Online Prediction by Following the Perturbed Leader. Journal of Machine Learning Research 6: 639-660 (2005)
2004
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Andrej Muchnik: Universal Convergence of Semimeasures on Individual Random Sequences. ALT 2004: 234-248
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Jan Poland: Prediction with Expert Advice by Following the Perturbed Leader for General Weights. ALT 2004: 279-293
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: On the Convergence Speed of MDL Predictions for Bernoulli Sequences. ALT 2004: 294-308
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: Convergence of Discrete MDL for Sequential Prediction. COLT 2004: 300-314
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Marco Zaffalon: Distribution of Mutual Information from Complete and Incomplete Data CoRR cs.LG/0403025: (2004)
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShane Legg, Marcus Hutter, Akshat Kumar: Tournament versus Fitness Uniform Selection CoRR cs.LG/0403038: (2004)
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: Convergence of Discrete MDL for Sequential Prediction CoRR cs.LG/0404057: (2004)
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Jan Poland: Prediction with Expert Advice by Following the Perturbed Leader for General Weights CoRR cs.LG/0405043: (2004)
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJan Poland, Marcus Hutter: On the Convergence Speed of MDL Predictions for Bernoulli Sequences CoRR cs.LG/0407039: (2004)
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Andrej Muchnik: Universal Convergence of Semimeasures on Individual Random Sequences CoRR cs.LG/0407057: (2004)
2003
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: On the Existence and Convergence of Computable Universal Priors. ALT 2003: 298-312
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Sequence Prediction Based on Monotone Complexity. COLT 2003: 506-521
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: An Open Problem Regarding the Convergence of Universal A Priori Probability. COLT 2003: 738-740
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Robust Estimators under the Imprecise Dirichlet Model. ISIPTA 2003: 274-289
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Marco Zaffalon: Bayesian Treatment of Incomplete Discrete Data Applied to Mutual Information and Feature Selection. KI 2003: 396-406
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Sequence Prediction based on Monotone Complexity CoRR cs.AI/0306036: (2003)
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Optimal Sequential Decisions based on Algorithmic Probability CoRR cs.AI/0306091: (2003)
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMonaldo Mastrolilli, Marcus Hutter: Hybrid Rounding Techniques for Knapsack Problems CoRR cs.CC/0305002: (2003)
28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Convergence and Loss Bounds for Bayesian Sequence Prediction CoRR cs.LG/0301014: (2003)
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: On the Existence and Convergence Computable Universal Priors CoRR cs.LG/0305052: (2003)
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter, Marco Zaffalon: Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and Feature Selection CoRR cs.LG/0306126: (2003)
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet CoRR cs.LG/0311014: (2003)
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Convergence and loss bounds for Bayesian sequence prediction. IEEE Transactions on Information Theory 49(8): 2061-2067 (2003)
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet. Journal of Machine Learning Research 4: 971-1000 (2003)
2002
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Self-Optimizing and Pareto-Optimal Policies in General Environments Based on Bayes-Mixtures. COLT 2002: 364-379
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarco Zaffalon, Marcus Hutter: Robust Feature Selection by Mutual Information Distributions. UAI 2002: 577-584
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Self-Optimizing and Pareto-Optimal Policies in General Environments based on Bayes-Mixtures CoRR cs.AI/0204040: (2002)
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarco Zaffalon, Marcus Hutter: Robust Feature Selection by Mutual Information Distributions CoRR cs.AI/0206006: (2002)
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: The Fastest and Shortest Algorithm for All Well-Defined Problems CoRR cs.CC/0206022: (2002)
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: The Fastest and Shortest Algorithm for all Well-Defined Problems. Int. J. Found. Comput. Sci. 13(3): 431-443 (2002)
2001
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Towards a Universal Theory of Artificial Intelligence Based on Algorithmic Probability and Sequential Decisions. ECML 2001: 226-238
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Convergence and Error Bounds for Universal Prediction of Nonbinary Sequences. ECML 2001: 239-250
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvo Kwee, Marcus Hutter, Jürgen Schmidhuber: Market-Based Reinforcement Learning in Partially Observable Worlds. ICANN 2001: 865-873
13no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: General Loss Bounds for Universal Sequence Prediction. ICML 2001: 210-217
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Distribution of Mutual Information. NIPS 2001: 399-406
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: General Loss Bounds for Universal Sequence Prediction CoRR cs.AI/0101019: (2001)
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Fitness Uniform Selection to Preserve Genetic Diversity CoRR cs.AI/0103015: (2001)
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvo Kwee, Marcus Hutter, Jürgen Schmidhuber: Market-Based Reinforcement Learning in Partially Observable Worlds CoRR cs.AI/0105025: (2001)
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIvo Kwee, Marcus Hutter, Jürgen Schmidhuber: Gradient-based Reinforcement Planning in Policy-Search Methods CoRR cs.AI/0111060: (2001)
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Distribution of Mutual Information CoRR cs.AI/0112019: (2001)
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: An effective Procedure for Speeding up Algorithms CoRR cs.CC/0102018: (2001)
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Convergence and Error Bounds for Universal Prediction of Nonbinary Sequences CoRR cs.LG/0106036: (2001)
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: New Error Bounds for Solomonoff Prediction. J. Comput. Syst. Sci. 62(4): 653-667 (2001)
2000
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: A Theory of Universal Artificial Intelligence based on Algorithmic Complexity CoRR cs.AI/0004001: (2000)
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: Towards a Universal Theory of Artificial Intelligence based on Algorithmic Probability and Sequential Decision Theory CoRR cs.AI/0012011: (2000)
1999
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMarcus Hutter: New Error Bounds for Solomonoff Prediction CoRR cs.AI/9912008: (1999)

Coauthor Index

1Francesco Bertoni [129] [133] [140]
2Michael H. Bowling [152] [173]
3Nathan Brewer [123] [135] [163]
4Wray L. Buntine (Wray Lindsay Buntine) [138]
5Alexey V. Chernov [55] [64] [82] [95] [99]
6Vaibhav Gavane [155] [167]
7Ben Goertzel [142]
8Faustino J. Gomez [79] [84]
9Kassel Hingee [116] [118]
10Srimal Jayawardena [135] [162] [163] [171]
11Huidong Jin [128] [131]
12Akshat Kumar [41]
13Ivo Kwee [8] [9] [14] [129] [133] [140]
14Tor Lattimore [151] [154] [155] [156] [164] [165] [167] [170]
15Shane Legg [41] [58] [62] [63] [69] [73] [76] [88] [92] [94] [100] [101] [104] [105] [114]
16Monaldo Mastrolilli [29] [70]
17Wolfgang Merkle [83] [89]
18Andrej Muchnik (Andrei A. Muchnik) [37] [46] [91] [103]
19Kee Siong Ng [124] [137] [146] [148] [152] [173]
20Phuong Nguyen [153] [161]
21Alexander O'Neill [172] [174]
22Alberto Piatti [120] [127]
23Jan Poland [38] [39] [40] [43] [44] [45] [47] [48] [50] [52] [54] [56] [57] [60] [65] [67] [72]
24Paola M. V. Rancoita [129] [133] [140]
25Samuel Rathmanner [158]
26Daniil Ryabko [74] [78] [81] [85] [86] [109] [113] [117]
27Scott Sanner [175]
28Jürgen Schmidhuber [8] [9] [14] [79] [82] [84] [95] [99]
29Rocco A. Servedio [107] [108] [119]
30Wen Shao [172] [174]
31David Silver [124] [137] [146] [148]
32Frank Stephan [145] [147]
33Peter Sunehag [136] [144] [149] [150] [153] [157] [161] [166] [172] [174]
34Eiji Takimoto [107] [108]
35Minh-Ngoc Tran [134] [139]
36Fabio Trojani [120] [127]
37William T. B. Uther [148]
38Joel Veness [124] [137] [146] [148] [152] [173]
39Paul M. B. Vitányi [83] [89] [92]
40Vladimir Vovk (Volodya Vovk, V. G. Vovk) [145] [147]
41Ian Wood [150]
42Di Yang [162] [171]
43Marco Zaffalon [19] [21] [26] [32] [42] [49] [51] [61] [120] [127]
44Thomas Zeugmann [145] [147]
45Ke Zhang [128] [131]
46Viktor Zhumatiy [79] [84]

Colors in the list of coauthors

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