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20242026
most citedAdaptive Event-triggered Reinforcement Learning Control for Complex Nonlinear Systems

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cs.LG2025

From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation

Peilang Li, Umer Siddique, Yongcan Cao

Deep reinforcement learning (RL) has shown remarkable success in complex domains, however, the inherent black box nature of deep neural network policies raises significant challeng…