Please note: This is a beta version of the new dblp website.
You can find the classic dblp view of this page here.

Marcus Hutter

2010 – today

see FAQ

What is the meaning of the colors in the publication list?

2013
[j34]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/tcs/HutterSVZ13
- ask others
Marcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann: Guest Editors' foreword. Theor. Comput. Sci. 473: 1-3 (2013)
[c58]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/agi/SunehagH13
- ask others
Peter Sunehag, Marcus Hutter: Learning Agents with Evolving Hypothesis Classes. AGI 2013: 150-159
[c57]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/OrseauLH13
- ask others
Laurent Orseau, Tor Lattimore, Marcus Hutter: Universal Knowledge-Seeking Agents for Stochastic Environments. ALT 2013: 158-172
[c56]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/LattimoreHS13
- ask others
Tor Lattimore, Marcus Hutter, Peter Sunehag: Concentration and Confidence for Discrete Bayesian Sequence Predictors. ALT 2013: 324-338
[c55]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/tamc/LattimoreH13
- ask others
Tor Lattimore, Marcus Hutter: On Martin-Löf Convergence of Solomonoff's Mixture. TAMC 2013: 212-223
[i96]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1305-3671
- ask others
Marcus Hutter: Sparse Adaptive Dirichlet-Multinomial-like Processes. CoRR abs/1305.3671 (2013)
[i95]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/LattimoreHS13
- ask others
Tor Lattimore, Marcus Hutter, Peter Sunehag: Concentration and Confidence for Discrete Bayesian Sequence Predictors. CoRR abs/1307.0127 (2013)
[i94]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/LattimoreHS13a
- ask others
Tor Lattimore, Marcus Hutter, Peter Sunehag: The Sample-Complexity of General Reinforcement Learning. CoRR abs/1308.4828 (2013)
2012
[c54]
- view
  - electronic edition @ aaai.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/aaai/NguyenSH12
- ask others
Phuong Minh Nguyen, Peter Sunehag, Marcus Hutter: Context Tree Maximizing. AAAI 2012
[c53]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/accv/YangGH12
- ask others
Di Yang, Stephen Gould, Marcus Hutter: A Noise Tolerant Watershed Transformation with Viscous Force for Seeded Image Segmentation. ACCV (1) 2012: 775-789
[c52]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/agi/SunehagH12
- ask others
Peter Sunehag, Marcus Hutter: Optimistic AIXI. AGI 2012: 312-321
[c51]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/agi/VenessSH12
- ask others
Joel Veness, Peter Sunehag, Marcus Hutter: On Ensemble Techniques for AIXI Approximation. AGI 2012: 341-351
[c50]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/LattimoreH12
- ask others
Tor Lattimore, Marcus Hutter: PAC Bounds for Discounted MDPs. ALT 2012: 320-334
[c49]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/ausai/SunehagH12
- ask others
Peter Sunehag, Marcus Hutter: Optimistic Agents Are Asymptotically Optimal. Australasian Conference on Artificial Intelligence 2012: 15-26
[c48]
- view
  - electronic edition @ ieeecomputersociety.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/dcc/ONeillHSS12
- ask others
Alexander O'Neill, Marcus Hutter, Wen Shao, Peter Sunehag: Adaptive Context Tree Weighting. DCC 2012: 317-326
[c47]
- view
  - electronic edition @ ieeecomputersociety.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/dcc/VenessNHB12
- ask others
Joel Veness, Kee Siong Ng, Marcus Hutter, Michael H. Bowling: Context Tree Switching. DCC 2012: 327-336
[e4]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/ewrl/2011
- ask others
Scott Sanner, Marcus Hutter (Eds.): Recent Advances in Reinforcement Learning - 9th European Workshop, EWRL 2011, Athens, Greece, September 9-11, 2011, Revised Selected Papers. Lecture Notes in Computer Science 7188, Springer 2012, ISBN 978-3-642-29945-2
[i93]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1201-2056
- ask others
Alexander O'Neill, Marcus Hutter, Wen Shao, Peter Sunehag: Adaptive Context Tree Weighting. CoRR abs/1201.2056 (2012)
[i92]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1202-1943
- ask others
Srimal Jayawardena, Di Yang, Marcus Hutter: 3D Model Assisted Image Segmentation. CoRR abs/1202.1943 (2012)
[i91]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1202-3890
- ask others
Tor Lattimore, Marcus Hutter: PAC Bounds for Discounted MDPs. CoRR abs/1202.3890 (2012)
[i90]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1202-6153
- ask others
Marcus Hutter: One Decade of Universal Artificial Intelligence. CoRR abs/1202.6153 (2012)
[i89]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1202-6177
- ask others
Marcus Hutter: Can Intelligence Explode? CoRR abs/1202.6177 (2012)
[i88]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1206-3618
- ask others
Joel Veness, Marcus Hutter: Sparse Sequential Dirichlet Coding. CoRR abs/1206.3618 (2012)
[i87]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1209-2620
- ask others
Marcus Hutter, John W. Lloyd, Kee Siong Ng, William T. B. Uther: Probabilities on Sentences in an Expressive Logic. CoRR abs/1209.2620 (2012)
[i86]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1210-0077
- ask others
Peter Sunehag, Marcus Hutter: Optimistic Agents are Asymptotically Optimal. CoRR abs/1210.0077 (2012)
2011
[j33]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/entropy/RathmannerH11
- ask others
Samuel Rathmanner, Marcus Hutter: A Philosophical Treatise of Universal Induction. Entropy 13(6): 1076-1136 (2011)
[j32]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/jair/VenessNHUS11
- ask others
Joel 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)
[c46]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/LattimoreHG11
- ask others
Tor Lattimore, Marcus Hutter, Vaibhav Gavane: Universal Prediction of Selected Bits. ALT 2011: 262-276
[c45]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/SunehagH11
- ask others
Peter Sunehag, Marcus Hutter: Axioms for Rational Reinforcement Learning. ALT 2011: 338-352
[c44]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/LattimoreH11
- ask others
Tor Lattimore, Marcus Hutter: Asymptotically Optimal Agents. ALT 2011: 368-382
[c43]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/LattimoreH11a
- ask others
Tor Lattimore, Marcus Hutter: Time Consistent Discounting. ALT 2011: 383-397
[c42]
- view
  - electronic edition @ ieeecomputersociety.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/dicta/JayawardenaHB11
- ask others
Srimal Jayawardena, Marcus Hutter, Nathan Brewer: A Novel Illumination-Invariant Loss for Monocular 3D Pose Estimation. DICTA 2011: 37-44
[c41]
- view
  - electronic edition @ ieeecomputersociety.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/dicta/JayawardenaYH11
- ask others
Srimal Jayawardena, Di Yang, Marcus Hutter: 3D Model Assisted Image Segmentation. DICTA 2011: 51-58
[c40]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/ewrl/NguyenSH11
- ask others
Phuong Minh Nguyen, Peter Sunehag, Marcus Hutter: Feature Reinforcement Learning in Practice. EWRL 2011: 66-77
[i85]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1102-2467
- ask others
Marcus Hutter: Universal Learning Theory. CoRR abs/1102.2467 (2011)
[i84]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1102-2468
- ask others
Marcus Hutter: Algorithmic Randomness as Foundation of Inductive Reasoning and Artificial Intelligence. CoRR abs/1102.2468 (2011)
[i83]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1105-5721
- ask others
Samuel Rathmanner, Marcus Hutter: A Philosophical Treatise of Universal Induction. CoRR abs/1105.5721 (2011)
[i82]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1107-5520
- ask others
Peter Sunehag, Marcus Hutter: Axioms for Rational Reinforcement Learning. CoRR abs/1107.5520 (2011)
[i81]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1107-5528
- ask others
Tor Lattimore, Marcus Hutter: Time Consistent Discounting. CoRR abs/1107.5528 (2011)
[i80]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1107-5531
- ask others
Tor Lattimore, Marcus Hutter, Vaibhav Gavane: Universal Prediction of Selected Bits. CoRR abs/1107.5531 (2011)
[i79]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1107-5537
- ask others
Tor Lattimore, Marcus Hutter: Asymptotically Optimal Agents. CoRR abs/1107.5537 (2011)
[i78]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1108-3614
- ask others
Phuong Minh Nguyen, Peter Sunehag, Marcus Hutter: Feature Reinforcement Learning In Practice. CoRR abs/1108.3614 (2011)
[i77]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1111-3182
- ask others
Joel Veness, Kee Siong Ng, Marcus Hutter, Michael H. Bowling: Context Tree Switching. CoRR abs/1111.3182 (2011)
[i76]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1111-3846
- ask others
Tor Lattimore, Marcus Hutter: No Free Lunch versus Occam's Razor in Supervised Learning. CoRR abs/1111.3846 (2011)
[i75]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1111-3854
- ask others
Ian Wood, Peter Sunehag, Marcus Hutter: (Non-)Equivalence of Universal Priors. CoRR abs/1111.3854 (2011)
[i74]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1111-6117
- ask others
Peter Sunehag, Marcus Hutter: Principles of Solomonoff Induction and AIXI. CoRR abs/1111.6117 (2011)
2010
[j31]
- view
  - electronic edition @ aaai.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/aim/GoertzelH10
- ask others
Ben Goertzel, Marcus Hutter: Report on the Third Conference on Artificial General Intelligence. AI Magazine 31(3): 123-124 (2010)
[j30]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/algorithms/Hutter10
- ask others
Marcus Hutter: A Complete Theory of Everything (Will Be Subjective). Algorithms 3(4): 329-350 (2010)
[j29]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/bmcbi/RancoitaHBK10
- ask others
Paola M. V. Rancoita, Marcus Hutter, Francesco Bertoni, Ivo Kwee: An integrated Bayesian analysis of LOH and copy number data. BMC Bioinformatics 11: 321 (2010)
[j28]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/csda/HutterT10
- ask others
Marcus Hutter, Minh-Ngoc Tran: Model selection with the Loss Rank Principle. Computational Statistics & Data Analysis 54(5): 1288-1306 (2010)
[c39]
- view
  - electronic edition @ aaai.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/aaai/VenessNHS10
- ask others
Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver: Reinforcement Learning via AIXI Approximation. AAAI 2010
[c38]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/HutterSVZ10
- ask others
Marcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann: Editors' Introduction. ALT 2010: 1-10
[c37]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/SunehagH10
- ask others
Peter Sunehag, Marcus Hutter: Consistency of Feature Markov Processes. ALT 2010: 360-374
[e3]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/2010
- ask others
Marcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann (Eds.): Algorithmic Learning Theory, 21st International Conference, ALT 2010, Canberra, Australia, October 6-8, 2010. Proceedings. Lecture Notes in Computer Science 6331, Springer 2010, ISBN 978-3-642-16107-0
[r1]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - reference/ml/Hutter10
- ask others
Marcus Hutter: Universal Learning Theory. Encyclopedia of Machine Learning 2010: 1001-1008
[i73]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1003-0516
- ask others
Marcus Hutter, Minh-Ngoc Tran: Model Selection with the Loss Rank Principle. CoRR abs/1003.0516 (2010)
[i72]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1007-0296
- ask others
Wray L. Buntine, Marcus Hutter: A Bayesian Review of the Poisson-Dirichlet Process. CoRR abs/1007.0296 (2010)
[i71]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1007-2049
- ask others
Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver: Reinforcement Learning via AIXI Approximation. CoRR abs/1007.2049 (2010)
[i70]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1007-2075
- ask others
Peter Sunehag, Marcus Hutter: Consistency of Feature Markov Processes. CoRR abs/1007.2075 (2010)
[i69]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-1011-1035
- ask others
Srimal Jayawardena, Marcus Hutter, Nathan Brewer: Featureless 2D-3D Pose Estimation by Minimising an Illumination-Invariant Loss. CoRR abs/1011.1035 (2010)

2000 – 2009

see FAQ

What is the meaning of the colors in the publication list?

2009
[j27]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/algorithms/Hutter09
- ask others
Marcus Hutter: Open Problems in Universal Induction & Intelligence. Algorithms 2(3): 879-906 (2009)
[j26]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/bmcbi/RancoitaHBK09
- ask others
Paola M. V. Rancoita, Marcus Hutter, Francesco Bertoni, Ivo Kwee: Bayesian DNA copy number analysis. BMC Bioinformatics 10 (2009)
[j25]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/ijar/Hutter09
- ask others
Marcus Hutter: Practical robust estimators for the imprecise Dirichlet model. Int. J. Approx. Reasoning 50(2): 231-242 (2009)
[j24]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/ijar/PiattiZTH09
- ask others
Alberto 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)
[j23]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/tcs/HutterS09
- ask others
Marcus Hutter, Rocco A. Servedio: Preface. Theor. Comput. Sci. 410(19): 1747-1748 (2009)
[c36]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/iwann/RancoitaHBK09
- ask others
Paola M. V. Rancoita, Marcus Hutter, Francesco Bertoni, Ivo Kwee: Bayesian Joint Estimation of CN and LOH Aberrations. IWANN (2) 2009: 1109-1117
[c35]
- view
  - electronic edition @ nips.cc
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/nips/Hutter09
- ask others
Marcus Hutter: Discrete MDL Predicts in Total Variation. NIPS 2009: 817-825
[c34]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/pakdd/ZhangHJ09
- ask others
Ke Zhang, Marcus Hutter, Huidong Jin: A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data. PAKDD 2009: 813-822
[i68]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0903-3257
- ask others
Ke Zhang, Marcus Hutter, Huidong Jin: A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data. CoRR abs/0903.3257 (2009)
[i67]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0904-4527
- ask others
Alberto Piatti, Marco Zaffalon, Fabio Trojani, Marcus Hutter: Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance. CoRR abs/0904.4527 (2009)
[i66]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0906-1713
- ask others
Marcus Hutter: Feature Reinforcement Learning: Part I: Unstructured MDPs. CoRR abs/0906.1713 (2009)
[i65]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0907-0746
- ask others
Marcus Hutter: Open Problems in Universal Induction & Intelligence. CoRR abs/0907.0746 (2009)
[i64]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0909-0801
- ask others
Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver: A Monte Carlo AIXI Approximation. CoRR abs/0909.0801 (2009)
[i63]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0912-3589
- ask others
Marcus Hutter, Nathan Brewer: Matching 2-D Ellipses to 3-D Circles with Application to Vehicle Pose Estimation. CoRR abs/0912.3589 (2009)
[i62]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0912-5434
- ask others
Marcus Hutter: A Complete Theory of Everything (will be subjective). CoRR abs/0912.5434 (2009)
2008
[j22]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/appml/RyabkoH08
- ask others
Daniil Ryabko, Marcus Hutter: Predicting non-stationary processes. Appl. Math. Lett. 21(5): 477-482 (2008)
[j21]
- view
  - electronic edition @ scholarpedia.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/scholarpedia/Hutter08
- ask others
Marcus Hutter: Algorithmic complexity. Scholarpedia 3(1): 2573 (2008)
[j20]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/tcs/RyabkoH08
- ask others
Daniil Ryabko, Marcus Hutter: On the possibility of learning in reactive environments with arbitrary dependence. Theor. Comput. Sci. 405(3): 274-284 (2008)
[c33]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/cec/HingeeH08
- ask others
Kassel Hingee, Marcus Hutter: Equivalence of probabilistic tournament and polynomial ranking selection. IEEE Congress on Evolutionary Computation 2008: 564-571
[i61]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0803-2925
- ask others
Kassel Hingee, Marcus Hutter: Equivalence of Probabilistic Tournament and Polynomial Ranking Selection. CoRR abs/0803.2925 (2008)
[i60]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0809-1270
- ask others
Marcus Hutter: Predictive Hypothesis Identification. CoRR abs/0809.1270 (2008)
[i59]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0810-5631
- ask others
Marcus Hutter, Shane Legg: Temporal Difference Updating without a Learning Rate. CoRR abs/0810.5631 (2008)
[i58]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0810-5636
- ask others
Daniil Ryabko, Marcus Hutter: On the Possibility of Learning in Reactive Environments with Arbitrary Dependence. CoRR abs/0810.5636 (2008)
[i57]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0812-4580
- ask others
Marcus Hutter: Feature Markov Decision Processes. CoRR abs/0812.4580 (2008)
[i56]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0812-4581
- ask others
Marcus Hutter: Feature Dynamic Bayesian Networks. CoRR abs/0812.4581 (2008)
2007
[j19]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/iandc/ChernovHS07
- ask others
Alexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber: Algorithmic complexity bounds on future prediction errors. Inf. Comput. 205(2): 242-261 (2007)
[j18]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/mima/LeggH07
- ask others
Shane Legg, Marcus Hutter: Universal Intelligence: A Definition of Machine Intelligence. Minds and Machines 17(4): 391-444 (2007)
[j17]
- view
  - electronic edition @ scholarpedia.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/scholarpedia/Hutter07
- ask others
Marcus Hutter: Algorithmic information theory. Scholarpedia 2(3): 2519 (2007)
[j16]
- view
  - electronic edition @ scholarpedia.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/scholarpedia/HutterLV07
- ask others
Marcus Hutter, Shane Legg, Paul M. B. Vitányi: Algorithmic probability. Scholarpedia 2(8): 2572 (2007)
[j15]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/tcs/HutterM07
- ask others
Marcus Hutter, Andrej Muchnik: On semimeasures predicting Martin-Löf random sequences. Theor. Comput. Sci. 382(3): 247-261 (2007)
[j14]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/tcs/Hutter07
- ask others
Marcus Hutter: On universal prediction and Bayesian confirmation. Theor. Comput. Sci. 384(1): 33-48 (2007)
[c32]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/HutterST07
- ask others
Marcus Hutter, Rocco A. Servedio, Eiji Takimoto: Editors' Introduction. ALT 2007: 1-8
[c31]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/colt/Hutter07
- ask others
Marcus Hutter: The Loss Rank Principle for Model Selection. COLT 2007: 589-603
[c30]
- view
  - electronic edition @ nips.cc
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/nips/HutterL07
- ask others
Marcus Hutter, Shane Legg: Temporal Difference Updating without a Learning Rate. NIPS 2007
[p1]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - series/cogtech/Hutter07
- ask others
Marcus Hutter: Universal Algorithmic Intelligence: A Mathematical Top→Down Approach. Artificial General Intelligence 2007: 227-290
[e2]
- no documents available
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/2007
- ask others
Marcus Hutter, Rocco A. Servedio, Eiji Takimoto (Eds.): Algorithmic Learning Theory, 18th International Conference, ALT 2007, Sendai, Japan, October 1-4, 2007, Proceedings. Lecture Notes in Computer Science 4754, Springer 2007, ISBN 978-3-540-75224-0
[i55]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0706-3639
- ask others
Shane Legg, Marcus Hutter: A Collection of Definitions of Intelligence. CoRR abs/0706.3639 (2007)
[i54]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0708-2319
- ask others
Marcus Hutter, Andrej Muchnik: On Semimeasures Predicting Martin-Loef Random Sequences. CoRR abs/0708.2319 (2007)
[i53]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0709-1516
- ask others
Marcus Hutter: On Universal Prediction and Bayesian Confirmation. CoRR abs/0709.1516 (2007)
[i52]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0712-3329
- ask others
Shane Legg, Marcus Hutter: Universal Intelligence: A Definition of Machine Intelligence. CoRR abs/0712.3329 (2007)
[i51]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-0712-3825
- ask others
Shane Legg, Marcus Hutter: Tests of Machine Intelligence. CoRR abs/0712.3825 (2007)
[i50]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0701120
- ask others
Alexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber: Algorithmic Complexity Bounds on Future Prediction Errors. CoRR abs/cs/0701120 (2007)
[i49]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0701125
- ask others
Marcus Hutter: Universal Algorithmic Intelligence: A mathematical top->down approach. CoRR abs/cs/0701125 (2007)
[i48]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0703024
- ask others
Marcus Hutter: Algorithmic Information Theory: a brief non-technical guide to the field. CoRR abs/cs/0703024 (2007)
[i47]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-math-0702804
- ask others
Marcus Hutter: The Loss Rank Principle for Model Selection. CoRR abs/math/0702804 (2007)
2006
[j13]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/dam/MastrolilliH06
- ask others
Monaldo Mastrolilli, Marcus Hutter: Hybrid rounding techniques for knapsack problems. Discrete Applied Mathematics 154(4): 640-649 (2006)
[j12]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/jcss/Hutter06
- ask others
Marcus Hutter: Sequential predictions based on algorithmic complexity. J. Comput. Syst. Sci. 72(1): 95-117 (2006)
[j11]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/sac/PolandH06
- ask others
Jan Poland, Marcus Hutter: MDL convergence speed for Bernoulli sequences. Statistics and Computing 16(2): 161-175 (2006)
[j10]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/tcs/Hutter06
- ask others
Marcus Hutter: On generalized computable universal priors and their convergence. Theor. Comput. Sci. 364(1): 27-41 (2006)
[j9]
- view
  - electronic edition @ ieeecomputersociety.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/tec/HutterL06
- ask others
Marcus Hutter, Shane Legg: Fitness uniform optimization. IEEE Trans. Evolutionary Computation 10(5): 568-589 (2006)
[c29]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/ai50/LeggH06
- ask others
Shane Legg, Marcus Hutter: Tests of Machine Intelligence. 50 Years of Artificial Intelligence 2006: 232-242
[c28]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/Hutter06
- ask others
Marcus Hutter: General Discounting Versus Average Reward. ALT 2006: 244-258
[c27]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/RyabkoH06
- ask others
Daniil Ryabko, Marcus Hutter: Asymptotic Learnability of Reinforcement Problems with Arbitrary Dependence. ALT 2006: 334-347
[c26]
- view
  - electronic edition @ dagstuhl.de
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/dagstuhl/ChernovHS06
- ask others
Alexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber: Complexity Monotone in Conditions and Future Prediction Errors. Kolmogorov Complexity and Applications 2006
[c25]
- view
  - electronic edition @ dagstuhl.de
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/dagstuhl/HutterMV06
- ask others
Marcus Hutter, Wolfgang Merkle, Paul M. B. Vitányi: 06051 Abstracts Collection -- Kolmogorov Complexity and Applications. Kolmogorov Complexity and Applications 2006
[c24]
- view
  - electronic edition @ dagstuhl.de
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/dagstuhl/RyabkoH06
- ask others
Daniil Ryabko, Marcus Hutter: Sequence prediction for non-stationary processes. Combinatorial and Algorithmic Foundations of Pattern and Association Discovery 2006
[c23]
- view
  - electronic edition @ dagstuhl.de
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/dagstuhl/RyabkoH06a
- ask others
Daniil Ryabko, Marcus Hutter: Learning in Reactive Environments with Arbitrary Dependence. Kolmogorov Complexity and Applications 2006
[c22]
- no documents available
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/ias/ZhumatiyGHS06
- ask others
Viktor Zhumatiy, Faustino J. Gomez, Marcus Hutter, Jürgen Schmidhuber: Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot. IAS 2006: 272-281
[c21]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/tamc/Hutter06
- ask others
Marcus Hutter: On the Foundations of Universal Sequence Prediction. TAMC 2006: 408-420
[e1]
- view
  - electronic edition @ dagstuhl.de
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/dagstuhl/2006P6051
- ask others
Marcus Hutter, Wolfgang Merkle, Paul M. B. Vitányi (Eds.): Kolmogorov Complexity and Applications, 29.01. - 03.02.2006. Dagstuhl Seminar Proceedings 06051, Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2006
[i46]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0603023
- ask others
Viktor Zhumatiy, Faustino J. Gomez, Marcus Hutter, Jürgen Schmidhuber: Metric State Space Reinforcement Learning for a Vision-Capable Mobile Robot. CoRR abs/cs/0603023 (2006)
[i45]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0603110
- ask others
Daniil Ryabko, Marcus Hutter: Asymptotic Learnability of Reinforcement Problems with Arbitrary Dependence. CoRR abs/cs/0603110 (2006)
[i44]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0605009
- ask others
Marcus Hutter: On the Foundations of Universal Sequence Prediction. CoRR abs/cs/0605009 (2006)
[i43]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0605024
- ask others
Shane Legg, Marcus Hutter: A Formal Measure of Machine Intelligence. CoRR abs/cs/0605024 (2006)
[i42]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0605040
- ask others
Marcus Hutter: General Discounting versus Average Reward. CoRR abs/cs/0605040 (2006)
[i41]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0606077
- ask others
Daniil Ryabko, Marcus Hutter: On Sequence Prediction for Arbitrary Measures. CoRR abs/cs/0606077 (2006)
[i40]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0610126
- ask others
Marcus Hutter, Shane Legg: Fitness Uniform Optimization. CoRR abs/cs/0610126 (2006)
[i39]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-math-0602505
- ask others
Jan Poland, Marcus Hutter: MDL Convergence Speed for Bernoulli Sequences. CoRR abs/math/0602505 (2006)
[i38]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-math-0606315
- ask others
Marcus Hutter: Bayesian Regression of Piecewise Constant Functions. CoRR abs/math/0606315 (2006)
2005
[j8]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/amai/ZaffalonH05
- ask others
Marco Zaffalon, Marcus Hutter: Robust inference of trees. Ann. Math. Artif. Intell. 45(1-2): 215-239 (2005)
[j7]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/csda/HutterZ05
- ask others
Marcus Hutter, Marco Zaffalon: Distribution of mutual information from complete and incomplete data. Computational Statistics & Data Analysis 48(3): 633-657 (2005)
[j6]
- view
  - electronic edition @ jmlr.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/jmlr/HutterP05
- ask others
Marcus Hutter, Jan Poland: Adaptive Online Prediction by Following the Perturbed Leader. Journal of Machine Learning Research 6: 639-660 (2005)
[j5]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/tit/PolandH05
- ask others
Jan Poland, Marcus Hutter: Asymptotics of discrete MDL for online prediction. IEEE Transactions on Information Theory 51(11): 3780-3795 (2005)
[c20]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/PolandH05
- ask others
Jan Poland, Marcus Hutter: Defensive Universal Learning with Experts. ALT 2005: 356-370
[c19]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/ChernovH05
- ask others
Alexey V. Chernov, Marcus Hutter: Monotone Conditional Complexity Bounds on Future Prediction Errors. ALT 2005: 414-428
[c18]
- view
  - electronic edition @ acm.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/gecco/LeggH05
- ask others
Shane Legg, Marcus Hutter: Fitness uniform deletion: a simple way to preserve diversity. GECCO 2005: 1271-1278
[c17]
- view
  - electronic edition @ ijcai.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/ijcai/LeggH05
- ask others
Shane Legg, Marcus Hutter: A Universal Measure of Intelligence for Artificial Agents. IJCAI 2005: 1509-1510
[i37]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0502067
- ask others
Jan Poland, Marcus Hutter: Master Algorithms for Active Experts Problems based on Increasing Loss Values. CoRR abs/cs/0502067 (2005)
[i36]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0503026
- ask others
Marcus Hutter: On Generalized Computable Universal Priors and their Convergence. CoRR abs/cs/0503026 (2005)
[i35]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0504035
- ask others
Shane Legg, Marcus Hutter: Fitness Uniform Deletion: A Simple Way to Preserve Diversity. CoRR abs/cs/0504035 (2005)
[i34]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0504078
- ask others
Marcus Hutter, Jan Poland: Adaptive Online Prediction by Following the Perturbed Leader. CoRR abs/cs/0504078 (2005)
[i33]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0506022
- ask others
Jan Poland, Marcus Hutter: Asymptotics of Discrete MDL for Online Prediction. CoRR abs/cs/0506022 (2005)
[i32]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0507041
- ask others
Alexey V. Chernov, Marcus Hutter: Monotone Conditional Complexity Bounds on Future Prediction Errors. CoRR abs/cs/0507041 (2005)
[i31]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0507044
- ask others
Jan Poland, Marcus Hutter: Defensive Universal Learning with Experts. CoRR abs/cs/0507044 (2005)
[i30]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0508043
- ask others
Marcus Hutter: Sequential Predictions based on Algorithmic Complexity. CoRR abs/cs/0508043 (2005)
[i29]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0508073
- ask others
Jan Poland, Marcus Hutter: Universal Learning of Repeated Matrix Games. CoRR abs/cs/0508073 (2005)
[i28]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-cs-0511087
- ask others
Marco Zaffalon, Marcus Hutter: Robust Inference of Trees. CoRR abs/cs/0511087 (2005)
[i27]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/abs-math-0502315
- ask others
Jan Poland, Marcus Hutter: Strong Asymptotic Assertions for Discrete MDL in Regression and Classification. CoRR abs/math/0502315 (2005)
2004
[c16]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/HutterM04
- ask others
Marcus Hutter, Andrej Muchnik: Universal Convergence of Semimeasures on Individual Random Sequences. ALT 2004: 234-248
[c15]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/HutterP04
- ask others
Marcus Hutter, Jan Poland: Prediction with Expert Advice by Following the Perturbed Leader for General Weights. ALT 2004: 279-293
[c14]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/PolandH04
- ask others
Jan Poland, Marcus Hutter: On the Convergence Speed of MDL Predictions for Bernoulli Sequences. ALT 2004: 294-308
[c13]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/colt/PolandH04
- ask others
Jan Poland, Marcus Hutter: Convergence of Discrete MDL for Sequential Prediction. COLT 2004: 300-314
[i26]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0403025
- ask others
Marcus Hutter, Marco Zaffalon: Distribution of Mutual Information from Complete and Incomplete Data. CoRR cs.LG/0403025 (2004)
[i25]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0403038
- ask others
Shane Legg, Marcus Hutter, Akshat Kumar: Tournament versus Fitness Uniform Selection. CoRR cs.LG/0403038 (2004)
[i24]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0404057
- ask others
Jan Poland, Marcus Hutter: Convergence of Discrete MDL for Sequential Prediction. CoRR cs.LG/0404057 (2004)
[i23]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0405043
- ask others
Marcus Hutter, Jan Poland: Prediction with Expert Advice by Following the Perturbed Leader for General Weights. CoRR cs.LG/0405043 (2004)
[i22]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0407039
- ask others
Jan Poland, Marcus Hutter: On the Convergence Speed of MDL Predictions for Bernoulli Sequences. CoRR cs.LG/0407039 (2004)
[i21]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0407057
- ask others
Marcus Hutter, Andrej Muchnik: Universal Convergence of Semimeasures on Individual Random Sequences. CoRR cs.LG/0407057 (2004)
2003
[j4]
- view
  - electronic edition @ jmlr.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/jmlr/Hutter03
- ask others
Marcus Hutter: Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet. Journal of Machine Learning Research 4: 971-1000 (2003)
[j3]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/tit/Hutter03
- ask others
Marcus Hutter: Convergence and loss bounds for Bayesian sequence prediction. IEEE Transactions on Information Theory 49(8): 2061-2067 (2003)
[c12]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/alt/Hutter03
- ask others
Marcus Hutter: On the Existence and Convergence of Computable Universal Priors. ALT 2003: 298-312
[c11]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/colt/Hutter03
- ask others
Marcus Hutter: Sequence Prediction Based on Monotone Complexity. COLT 2003: 506-521
[c10]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/colt/Hutter03a
- ask others
Marcus Hutter: An Open Problem Regarding the Convergence of Universal A Priori Probability. COLT 2003: 738-740
[c9]
- view
  - electronic edition @ carleton-scientific.com
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/isipta/Hutter03
- ask others
Marcus Hutter: Robust Estimators under the Imprecise Dirichlet Model. ISIPTA 2003: 274-289
[c8]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/ki/HutterZ03
- ask others
Marcus Hutter, Marco Zaffalon: Bayesian Treatment of Incomplete Discrete Data Applied to Mutual Information and Feature Selection. KI 2003: 396-406
[i20]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0306036
- ask others
Marcus Hutter: Sequence Prediction based on Monotone Complexity. CoRR cs.AI/0306036 (2003)
[i19]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0306091
- ask others
Marcus Hutter: Optimal Sequential Decisions based on Algorithmic Probability. CoRR cs.AI/0306091 (2003)
[i18]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-CC-0305002
- ask others
Monaldo Mastrolilli, Marcus Hutter: Hybrid Rounding Techniques for Knapsack Problems. CoRR cs.CC/0305002 (2003)
[i17]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0301014
- ask others
Marcus Hutter: Convergence and Loss Bounds for Bayesian Sequence Prediction. CoRR cs.LG/0301014 (2003)
[i16]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0305052
- ask others
Marcus Hutter: On the Existence and Convergence Computable Universal Priors. CoRR cs.LG/0305052 (2003)
[i15]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0306126
- ask others
Marcus Hutter, Marco Zaffalon: Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and Feature Selection. CoRR cs.LG/0306126 (2003)
[i14]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0311014
- ask others
Marcus Hutter: Optimality of Universal Bayesian Sequence Prediction for General Loss and Alphabet. CoRR cs.LG/0311014 (2003)
2002
[j2]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/ijfcs/Hutter02
- ask others
Marcus Hutter: The Fastest and Shortest Algorithm for all Well-Defined Problems. Int. J. Found. Comput. Sci. 13(3): 431-443 (2002)
[c7]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/colt/Hutter02
- ask others
Marcus Hutter: Self-Optimizing and Pareto-Optimal Policies in General Environments Based on Bayes-Mixtures. COLT 2002: 364-379
[c6]
- view
  - electronic edition @ pitt.edu
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/uai/ZaffalonH02
- ask others
Marco Zaffalon, Marcus Hutter: Robust Feature Selection by Mutual Information Distributions. UAI 2002: 577-584
[i13]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0204040
- ask others
Marcus Hutter: Self-Optimizing and Pareto-Optimal Policies in General Environments based on Bayes-Mixtures. CoRR cs.AI/0204040 (2002)
[i12]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0206006
- ask others
Marco Zaffalon, Marcus Hutter: Robust Feature Selection by Mutual Information Distributions. CoRR cs.AI/0206006 (2002)
[i11]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-CC-0206022
- ask others
Marcus Hutter: The Fastest and Shortest Algorithm for All Well-Defined Problems. CoRR cs.CC/0206022 (2002)
2001
[j1]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/jcss/Hutter01
- ask others
Marcus Hutter: New Error Bounds for Solomonoff Prediction. J. Comput. Syst. Sci. 62(4): 653-667 (2001)
[c5]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/ecml/Hutter01
- ask others
Marcus Hutter: Towards a Universal Theory of Artificial Intelligence Based on Algorithmic Probability and Sequential Decisions. ECML 2001: 226-238
[c4]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/ecml/Hutter01a
- ask others
Marcus Hutter: Convergence and Error Bounds for Universal Prediction of Nonbinary Sequences. ECML 2001: 239-250
[c3]
- view
  - electronic edition via DOI
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/icann/KweeHS01
- ask others
Ivo Kwee, Marcus Hutter, Jürgen Schmidhuber: Market-Based Reinforcement Learning in Partially Observable Worlds. ICANN 2001: 865-873
[c2]
- no documents available
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/icml/Hutter01
- ask others
Marcus Hutter: General Loss Bounds for Universal Sequence Prediction. ICML 2001: 210-217
[c1]
- view
  - electronic edition @ cmu.edu
- export record as
  - BibTeX
  - XML
  dblp key:
  - conf/nips/Hutter01
- ask others
Marcus Hutter: Distribution of Mutual Information. NIPS 2001: 399-406
[i10]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0101019
- ask others
Marcus Hutter: General Loss Bounds for Universal Sequence Prediction. CoRR cs.AI/0101019 (2001)
[i9]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0103015
- ask others
Marcus Hutter: Fitness Uniform Selection to Preserve Genetic Diversity. CoRR cs.AI/0103015 (2001)
[i8]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0105025
- ask others
Ivo Kwee, Marcus Hutter, Jürgen Schmidhuber: Market-Based Reinforcement Learning in Partially Observable Worlds. CoRR cs.AI/0105025 (2001)
[i7]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0111060
- ask others
Ivo Kwee, Marcus Hutter, Jürgen Schmidhuber: Gradient-based Reinforcement Planning in Policy-Search Methods. CoRR cs.AI/0111060 (2001)
[i6]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0112019
- ask others
Marcus Hutter: Distribution of Mutual Information. CoRR cs.AI/0112019 (2001)
[i5]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-CC-0102018
- ask others
Marcus Hutter: An effective Procedure for Speeding up Algorithms. CoRR cs.CC/0102018 (2001)
[i4]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-LG-0106036
- ask others
Marcus Hutter: Convergence and Error Bounds for Universal Prediction of Nonbinary Sequences. CoRR cs.LG/0106036 (2001)
2000
[i3]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0004001
- ask others
Marcus Hutter: A Theory of Universal Artificial Intelligence based on Algorithmic Complexity. CoRR cs.AI/0004001 (2000)
[i2]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-0012011
- ask others
Marcus Hutter: Towards a Universal Theory of Artificial Intelligence based on Algorithmic Probability and Sequential Decision Theory. CoRR cs.AI/0012011 (2000)

1990 – 1999

see FAQ

What is the meaning of the colors in the publication list?

1999
[i1]
- view
  - electronic edition @ arxiv.org
- export record as
  - BibTeX
  - XML
  dblp key:
  - journals/corr/cs-AI-9912008
- ask others
Marcus Hutter: New Error Bounds for Solomonoff Prediction. CoRR cs.AI/9912008 (1999)

Coauthor Index

see FAQ

What is the meaning of the colors in the coauthor index?