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Clare Lyle
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Clare Lyle9 visible / 9 total nodes / 8 links

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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipClare LyleAClare LyleResearcherLearning Dynamics and Generalization in Reinforcement LearningWLearning Dynamics and G...preprint / 2022Understanding and Preventing Capacity Loss in Reinforcement LearningWUnderstanding and Preve...preprint / 2022On The Effect of Auxiliary Tasks on Representation DynamicsWOn The Effect of Auxili...preprint / 2021On the Benefits of Invariance in Neural NetworksWOn the Benefits of Inva...preprint / 2020Unpacking Information Bottlenecks: Unifying Information-Theoretic Objectives in Deep LearningWUnpacking Information B...preprint / 2021Invariant Causal Prediction for Block MDPsWInvariant Causal Predic...preprint / 2020Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep LearningWSelf-Attention Between ...preprint / 2022Position: agentic AI orchestration should be Bayes-consistentWPosition: agentic AI or...preprint / 2026
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Clare Lyle

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PaperLearning Dynamics and Generalization in Reinforcement LearningAuthorship / preprint / 2022PaperUnderstanding and Preventing Capacity Loss in Reinforcement LearningAuthorship / preprint / 2022PaperOn The Effect of Auxiliary Tasks on Representation DynamicsAuthorship / preprint / 2021PaperOn the Benefits of Invariance in Neural NetworksAuthorship / preprint / 2020PaperUnpacking Information Bottlenecks: Unifying Information-Theoretic Objectives in Deep LearningAuthorship / preprint / 2021PaperInvariant Causal Prediction for Block MDPsAuthorship / preprint / 2020PaperSelf-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep LearningAuthorship / preprint / 2022PaperPosition: agentic AI orchestration should be Bayes-consistentAuthorship / preprint / 2026

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