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Herke van Hoof

Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender Systems

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Apr 29, 2024
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Planning with a Learned Policy Basis to Optimally Solve Complex Tasks

Mar 22, 2024
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Hierarchical Reinforcement Learning for Power Network Topology Control

Nov 03, 2023
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Learning Objective-Specific Active Learning Strategies with Attentive Neural Processes

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Sep 11, 2023
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Uncoupled Learning of Differential Stackelberg Equilibria with Commitments

Feb 07, 2023
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Reusable Options through Gradient-based Meta Learning

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Dec 22, 2022
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Exposure-Aware Recommendation using Contextual Bandits

Sep 04, 2022
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Calculus on MDPs: Potential Shaping as a Gradient

Aug 20, 2022
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Logic-based AI for Interpretable Board Game Winner Prediction with Tsetlin Machine

Mar 08, 2022
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Reliably Re-Acting to Partner's Actions with the Social Intrinsic Motivation of Transfer Empowerment

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Mar 07, 2022
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