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Marcus Hutter

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Learning Universal Predictors

Jan 26, 2024
Jordi Grau-Moya, Tim Genewein, Marcus Hutter, Laurent Orseau, Grégoire Delétang, Elliot Catt, Anian Ruoss, Li Kevin Wenliang, Christopher Mattern, Matthew Aitchison, Joel Veness

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Dynamic Knowledge Injection for AIXI Agents

Dec 18, 2023
Samuel Yang-Zhao, Kee Siong Ng, Marcus Hutter

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Distributional Bellman Operators over Mean Embeddings

Dec 09, 2023
Li Kevin Wenliang, Grégoire Déletang, Matthew Aitchison, Marcus Hutter, Anian Ruoss, Arthur Gretton, Mark Rowland

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Bridging Algorithmic Information Theory and Machine Learning: A New Approach to Kernel Learning

Nov 21, 2023
Boumediene Hamzi, Marcus Hutter, Houman Owhadi

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Language Modeling Is Compression

Sep 19, 2023
Grégoire Delétang, Anian Ruoss, Paul-Ambroise Duquenne, Elliot Catt, Tim Genewein, Christopher Mattern, Jordi Grau-Moya, Li Kevin Wenliang, Matthew Aitchison, Laurent Orseau, Marcus Hutter, Joel Veness

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Line Search for Convex Minimization

Jul 31, 2023
Laurent Orseau, Marcus Hutter

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Combining a Meta-Policy and Monte-Carlo Planning for Scalable Type-Based Reasoning in Partially Observable Environments

Jun 09, 2023
Jonathon Schwartz, Hanna Kurniawati, Marcus Hutter

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Levin Tree Search with Context Models

May 26, 2023
Laurent Orseau, Marcus Hutter, Levi H. S. Lelis

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Evaluating Representations with Readout Model Switching

Feb 19, 2023
Yazhe Li, Jorg Bornschein, Marcus Hutter

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Universal Agent Mixtures and the Geometry of Intelligence

Feb 13, 2023
Samuel Allen Alexander, David Quarel, Len Du, Marcus Hutter

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