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The Sample-Complexity of General Reinforcement Learning

Author(s)Lattimore, Tor; Hutter, Marcus; Sunehag, Peter
TypeConference paper
Date Published2013
Date CreatedJune 16-21 2013

Unifying Probability and Logic for Learning

Author(s)Hutter, Marcus; Lloyd, John; Ng, Kee Siong; Uther, William T.B.
TypeConference paper
Date Published2013
Date CreatedAugust 3-9 2013

Concentration and Confidence for Discrete Bayesian Sequence Predictors

Author(s)Lattimore, Tor; Hutter, Marcus; Sunehag, Peter
TypeConference paper
Date Published2013
Date CreatedOctober 6-9 2013

No free lunch versus Occam's Razor in supervised learning

Author(s)Lattimore, Tor; Hutter, Marcus
TypeConference paper
Date Published2013
Date CreatedNovember 30-December 2 2011

Learning Agents with Evolving Hypothesis Classes

Author(s)Sunehag, Peter; Hutter, Marcus
TypeConference paper
Date Published2013
Date CreatedJuly 31-August 3 2013
Lattimore et al The Sample Complexity 2013.pdf.jpg

The sample-complexity of general reinforcement learning

Author(s)Lattimore, Tor; Hutter, Marcus; Sunehag, Peter
TypeConference paper
Date PublishedJun-2013
Date Created-
Lattimore and Hutter On Martin Lof Convergence 2013.pdf.jpg

On Martin-Löf convergence of Solomonoff’s mixture

Author(s)Lattimore, Tor; Hutter, Marcus
TypeConference paper
Date PublishedMay-2013
Date Created-
Lattimore et al Concentration and Confidence 2013.pdf.jpg

Concentration and confidence for discrete Bayesian sequence predictors

Author(s)Lattimore, Tor; Hutter, Marcus; Sunehag, Peter
TypeConference paper
Date Published6-Oct-2013
Date Created-

A noise tolerant watershed transformation with viscous force for seeded image segmentation

Author(s)Yang, Di; Gould, Stephen; Hutter, Marcus
TypeConference paper
Date Published2013
Date Created-
Hutter Sparse Adaptive 2013.pdf.jpg

Sparse adaptive Dirichlet-multinomial-like processes

Author(s)Hutter, Marcus
TypeConference paper
Date PublishedJun-2013
Date Created12 June 2013 through 14 June 2013

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