Titlebook: Logic and Its Applications; 10th Indian Conferen Mohua Banerjee,A. V. Sreejith Conference proceedings 2023 The Editor(s) (if applicable) an

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Regular Reinforcement Learningions, we develop a deep regular reinforcement learning algorithm, enabled by the use of graph neural networks. We showcase the applicability and effectiveness of (deep) regular reinforcement learning through empirical evaluation on a diverse set of case studies.

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