Titlebook: Neural Information Processing; 29th International C Mohammad Tanveer,Sonali Agarwal,Adam Jatowt Conference proceedings 2023 The Editor(s) (

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Tacit Commitments Emergence in?Multi-agent Reinforcement Learningtion. This paper proposes a novel tacit commitment emergence multi-agent reinforcement learning (MARL) framework (TCEM). In MARL, we define commitment as the unique state that the agent will exhibit through its action. TCEM first equips each agent with a commitment inference module (CIM) to infer it

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Mutual Diverse-Label Adversarial Trainingtworks can achieve higher robustness. Mutual learning is plugged into adversarial training to increase robustness by improving model capacity. Specifically, two deep neural networks (DNNs) are trained together with two adversarial examples. Each DNN’s prediction not only fits the right label but als

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