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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

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
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-
Orseau et al Universal Knowledge Seeking Agents 2013.pdf.jpg

Universal knowledge-seeking agents for stochastic environments

Author(s)Orseau, Laurent; Lattimore, Tor; Hutter, Marcus
TypeConference paper
Date PublishedOct-2013
Date Created-
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