| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Marcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann |
Guest Editors' foreword.  |
Theor. Comput. Sci.  |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Tor Lattimore, Marcus Hutter |
On Martin-Löf Convergence of Solomonoff's Mixture. |
TAMC |
2013 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter |
Can Intelligence Explode? |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Joel Veness, Marcus Hutter |
Sparse Sequential Dirichlet Coding |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter, John W. Lloyd, Kee Siong Ng, William T. B. Uther |
Probabilities on Sentences in an Expressive Logic |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Alexander O'Neill, Marcus Hutter, Wen Shao, Peter Sunehag |
Adaptive Context Tree Weighting |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Peter Sunehag, Marcus Hutter |
Optimistic Agents are Asymptotically Optimal |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Srimal Jayawardena, Di Yang, Marcus Hutter |
3D Model Assisted Image Segmentation |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
One Decade of Universal Artificial Intelligence |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Tor Lattimore, Marcus Hutter |
PAC Bounds for Discounted MDPs |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Di Yang, Stephen Gould, Marcus Hutter |
A Noise Tolerant Watershed Transformation with Viscous Force for Seeded Image Segmentation. |
ACCV |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Scott Sanner, Marcus Hutter (eds.) |
Recent Advances in Reinforcement Learning - 9th European Workshop, EWRL 2011, Athens, Greece, September 9-11, 2011, Revised Selected Papers |
EWRL |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Sunehag, Marcus Hutter |
Optimistic Agents Are Asymptotically Optimal. |
Australasian Conference on Artificial Intelligence |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Joel Veness, Peter Sunehag, Marcus Hutter |
On Ensemble Techniques for AIXI Approximation. |
AGI |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Sunehag, Marcus Hutter |
Optimistic AIXI. |
AGI |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Tor Lattimore, Marcus Hutter |
PAC Bounds for Discounted MDPs. |
ALT |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Joel Veness, Kee Siong Ng, Marcus Hutter, Michael H. Bowling |
Context Tree Switching. |
DCC |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander O'Neill, Marcus Hutter, Wen Shao, Peter Sunehag |
Adaptive Context Tree Weighting. |
DCC |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Phuong Minh Nguyen, Peter Sunehag, Marcus Hutter |
Context Tree Maximizing. |
AAAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Samuel Rathmanner, Marcus Hutter |
A Philosophical Treatise of Universal Induction. |
Entropy |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Samuel Rathmanner, Marcus Hutter |
A Philosophical Treatise of Universal Induction |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tor Lattimore, Marcus Hutter |
No Free Lunch versus Occam's Razor in Supervised Learning |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Algorithmic Randomness as Foundation of Inductive Reasoning and Artificial Intelligence |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joel Veness, Kee Siong Ng, Marcus Hutter, Michael H. Bowling |
Context Tree Switching |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Peter Sunehag, Marcus Hutter |
Principles of Solomonoff Induction and AIXI |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tor Lattimore, Marcus Hutter |
Time Consistent Discounting |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tor Lattimore, Marcus Hutter, Vaibhav Gavane |
Universal Prediction of Selected Bits |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ian Wood, Peter Sunehag, Marcus Hutter |
(Non-)Equivalence of Universal Priors |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Phuong Minh Nguyen, Peter Sunehag, Marcus Hutter |
Feature Reinforcement Learning In Practice |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Universal Learning Theory |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Peter Sunehag, Marcus Hutter |
Axioms for Rational Reinforcement Learning |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Tor Lattimore, Marcus Hutter |
Asymptotically Optimal Agents |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joel Veness, Kee Siong Ng, Marcus Hutter, William T. B. Uther, David Silver |
A Monte-Carlo AIXI Approximation. |
J. Artif. Intell. Res. (JAIR) |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Phuong Minh Nguyen, Peter Sunehag, Marcus Hutter |
Feature Reinforcement Learning in Practice. |
EWRL |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Srimal Jayawardena, Marcus Hutter, Nathan Brewer |
A Novel Illumination-Invariant Loss for Monocular 3D Pose Estimation. |
DICTA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Srimal Jayawardena, Di Yang, Marcus Hutter |
3D Model Assisted Image Segmentation. |
DICTA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tor Lattimore, Marcus Hutter |
Asymptotically Optimal Agents. |
ALT |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tor Lattimore, Marcus Hutter, Vaibhav Gavane |
Universal Prediction of Selected Bits. |
ALT |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Sunehag, Marcus Hutter |
Axioms for Rational Reinforcement Learning. |
ALT |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tor Lattimore, Marcus Hutter |
Time Consistent Discounting. |
ALT |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter, Minh-Ngoc Tran |
Model selection with the Loss Rank Principle. |
Computational Statistics & Data Analysis |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Paola M. V. Rancoita, Marcus Hutter, Francesco Bertoni, Ivo Kwee |
An integrated Bayesian analysis of LOH and copy number data. |
BMC Bioinformatics |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter, Minh-Ngoc Tran |
Model Selection with the Loss Rank Principle |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver |
Reinforcement Learning via AIXI Approximation |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Peter Sunehag, Marcus Hutter |
Consistency of Feature Markov Processes |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Srimal Jayawardena, Marcus Hutter, Nathan Brewer |
Featureless 2D-3D Pose Estimation by Minimising an Illumination-Invariant Loss |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Wray L. Buntine, Marcus Hutter |
A Bayesian Review of the Poisson-Dirichlet Process |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ben Goertzel, Marcus Hutter |
Report on the Third Conference on Artificial General Intelligence. |
AI Magazine |
2010 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
A Complete Theory of Everything (Will Be Subjective). |
Algorithms |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter |
Universal Learning Theory. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter Sunehag, Marcus Hutter |
Consistency of Feature Markov Processes. |
ALT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann (eds.) |
Algorithmic Learning Theory, 21st International Conference, ALT 2010, Canberra, Australia, October 6-8, 2010. Proceedings |
ALT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann |
Editors' Introduction. |
ALT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver |
Reinforcement Learning via AIXI Approximation. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Paola M. V. Rancoita, Marcus Hutter, Francesco Bertoni, Ivo Kwee |
Bayesian DNA copy number analysis. |
BMC Bioinformatics |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter, Rocco A. Servedio |
Preface. |
Theor. Comput. Sci. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ke Zhang, Marcus Hutter, Huidong Jin |
A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Open Problems in Universal Induction & Intelligence |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Alberto Piatti, Marco Zaffalon, Fabio Trojani, Marcus Hutter |
Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter, Nathan Brewer |
Matching 2-D Ellipses to 3-D Circles with Application to Vehicle Pose Estimation |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver |
A Monte Carlo AIXI Approximation |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Feature Reinforcement Learning: Part I: Unstructured MDPs |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
A Complete Theory of Everything (will be subjective) |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Alberto Piatti, Marco Zaffalon, Fabio Trojani, Marcus Hutter |
Limits of learning about a categorical latent variable under prior near-ignorance. |
Int. J. Approx. Reasoning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter |
Practical robust estimators for the imprecise Dirichlet model. |
Int. J. Approx. Reasoning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter |
Open Problems in Universal Induction & Intelligence. |
Algorithms |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ke Zhang, Marcus Hutter, Huidong Jin |
A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data. |
PAKDD |
2009 |
DBLP DOI BibTeX RDF |
local outlier, k-distance, LOF, LDOF, scattered data, KNN |
| 1 | Paola M. V. Rancoita, Marcus Hutter, Francesco Bertoni, Ivo Kwee |
Bayesian Joint Estimation of CN and LOH Aberrations. |
IWANN |
2009 |
DBLP DOI BibTeX RDF |
Bayesian regression, piecewise constant function, change point problem, DNA copy number estimation, LOH estimation |
| 1 | Marcus Hutter |
Discrete MDL Predicts in Total Variation. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Daniil Ryabko, Marcus Hutter |
On the possibility of learning in reactive environments with arbitrary dependence. |
Theor. Comput. Sci. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniil Ryabko, Marcus Hutter |
Predicting non-stationary processes. |
Appl. Math. Lett. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniil Ryabko, Marcus Hutter |
On the Possibility of Learning in Reactive Environments with Arbitrary Dependence |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Feature Dynamic Bayesian Networks |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter, Shane Legg |
Temporal Difference Updating without a Learning Rate |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Kassel Hingee, Marcus Hutter |
Equivalence of Probabilistic Tournament and Polynomial Ranking Selection |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Feature Markov Decision Processes |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Predictive Hypothesis Identification |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Algorithmic complexity. |
Scholarpedia |
2008 |
DBLP BibTeX RDF |
|
| 1 | Kassel Hingee, Marcus Hutter |
Equivalence of probabilistic tournament and polynomial ranking selection. |
IEEE Congress on Evolutionary Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter, Andrej Muchnik |
On semimeasures predicting Martin-Löf random sequences. |
Theor. Comput. Sci. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter |
On universal prediction and Bayesian confirmation. |
Theor. Comput. Sci. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber |
Algorithmic complexity bounds on future prediction errors. |
Inf. Comput. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Shane Legg, Marcus Hutter |
A Collection of Definitions of Intelligence |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Shane Legg, Marcus Hutter |
Tests of Machine Intelligence |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Algorithmic Information Theory: a brief non-technical guide to the field |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
On Universal Prediction and Bayesian Confirmation |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Alexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber |
Algorithmic Complexity Bounds on Future Prediction Errors |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Shane Legg, Marcus Hutter |
Universal Intelligence: A Definition of Machine Intelligence |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
The Loss Rank Principle for Model Selection |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter, Andrej Muchnik |
On Semimeasures Predicting Martin-Loef Random Sequences |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Universal Algorithmic Intelligence: A mathematical top->down approach |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter, Shane Legg, Paul M. B. Vitányi |
Algorithmic probability. |
Scholarpedia |
2007 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
Algorithmic information theory. |
Scholarpedia |
2007 |
DBLP BibTeX RDF |
|
| 1 | Shane Legg, Marcus Hutter |
Universal Intelligence: A Definition of Machine Intelligence. |
Minds and Machines |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter, Rocco A. Servedio, Eiji Takimoto (eds.) |
Algorithmic Learning Theory, 18th International Conference, ALT 2007, Sendai, Japan, October 1-4, 2007, Proceedings |
ALT |
2007 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter, Rocco A. Servedio, Eiji Takimoto |
Editors' Introduction. |
ALT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter |
The Loss Rank Principle for Model Selection. |
COLT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Marcus Hutter, Shane Legg |
Temporal Difference Updating without a Learning Rate. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Marcus Hutter |
On generalized computable universal priors and their convergence. |
Theor. Comput. Sci. |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Poland, Marcus Hutter |
MDL convergence speed for Bernoulli sequences. |
Statistics and Computing |
2006 |
DBLP DOI BibTeX RDF |
|
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