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Fuzzy-TD3: A prior-knowledge guided deterministic policy gradient for interpretable control

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Deterministic policy gradient methods with neural network actors, such as Twin Delayed Deep Deterministic Policy Gradient (TD3), offer strong performance but remain difficult to interpret. Although existing fuzzy reinforcement learning methods can improve inte... ...