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Robert Tjarko Lange

Discovering Attention-Based Genetic Algorithms via Meta-Black-Box Optimization

Apr 08, 2023
Robert Tjarko Lange, Tom Schaul, Yutian Chen, Chris Lu, Tom Zahavy, Valentin Dalibard, Sebastian Flennerhag

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* 14 pages, 31 figures

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evosax: JAX-based Evolution Strategies

Dec 08, 2022
Robert Tjarko Lange

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* 5 pages, 3 figures

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Discovering Evolution Strategies via Meta-Black-Box Optimization

Nov 25, 2022
Robert Tjarko Lange, Tom Schaul, Yutian Chen, Tom Zahavy, Valentin Dallibard, Chris Lu, Satinder Singh, Sebastian Flennerhag

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* 22 pages, 21 figures

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On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning

May 31, 2021
Marc Aurel Vischer, Robert Tjarko Lange, Henning Sprekeler

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* 15 pages, 11 figures

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Learning not to learn: Nature versus nurture in silico

Oct 09, 2020
Robert Tjarko Lange, Henning Sprekeler

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Action Grammars: A Cognitive Model for Learning Temporal Abstractions

Jul 29, 2019
Robert Tjarko Lange, Aldo Faisal

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* 4 pages, 9 figures

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