A self-explaining neural network policy trained with PPO matches deep RL performance on mobile network resource allocation while generating local and aggregate global explanations, though the explanation-quality claims are overstated.
Q-senn: quantized self-explaining neural networks,
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Self-Explaining Reinforcement Learning for Mobile Network Resource Allocation
A self-explaining neural network policy trained with PPO matches deep RL performance on mobile network resource allocation while generating local and aggregate global explanations, though the explanation-quality claims are overstated.