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Integrating guidance into relational reinforcement learning

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Publication:702530
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DOI10.1023/B:MACH.0000039779.47329.3azbMath1079.68084MaRDI QIDQ702530

Sašo Džeroski, Kurt Driessens

Publication date: 17 January 2005

Published in: Machine Learning (Search for Journal in Brave)


zbMATH Keywords

relational learningReinforcement learningguided exploration


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)


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Practical solution techniques for first-order MDPs, Safe reinforcement learning: A control barrier function optimization approach, Risk-aware controller for autonomous vehicles using model-based collision prediction and reinforcement learning, Reinforcement learning algorithms with function approximation: recent advances and applications, Preference-based reinforcement learning: a formal framework and a policy iteration algorithm, Graph kernels and Gaussian processes for relational reinforcement learning, Lifted model checking for relational MDPs



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