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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-

Free lunch for optimisation under the universal distribution

Author(s)Everitt, Tom; Lattimore, Tor; Hutter, Marcus
TypeConference paper
Date PublishedJul-2014
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-

PAC bounds for discounted MDPs

Author(s)Lattimore, Tor; Hutter, Marcus
TypeConference paper
Date PublishedOct-2012
Date Created-
Lattimore et al Universal Prediction of Selected Bits 2011.pdf.jpg

Universal prediction of selected bits

Author(s)Lattimore, Tor; Hutter, Marcus; Gavane, Vaibhav
TypeConference paper
Date PublishedOct-2011
Date Created-
Lattimore and Hutter Time Consistent Discounting 2011.pdf.jpg

Time consistent discounting

Author(s)Lattimore, Tor; Hutter, Marcus
TypeConference paper
Date PublishedOct-2011
Date Created-
Lattimore and Hutter Asymptotically Optimal Agents 2011.pdf.jpg

Asymptotically optimal agents

Author(s)Lattimore, Tor; Hutter, Marcus
TypeConference paper
Date PublishedOct-2011
Date Created-
Lattimore and Hutter No Free Lunch versus 2011.pdf.jpg

No Free Lunch versus Occam’s Razor in supervised learning

Author(s)Lattimore, Tor; Hutter, Marcus
TypeConference paper
Date PublishedNov-2011
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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