Abstract: When compared with their single-agent counterpart, multi-agent systems have an additional set of challenges for reinforcement learning algorithms, including increased complexity, ...

Abstract: This paper proposes an integrated model of multi-agent reinforcement learning with emergent communication based on probabilistic generative models called MASAC- ECo that enables two agents ...

Background Emergent carotid artery stenting (eCAS) is performed during mechanical thrombectomy for acute ischemic stroke due to tandem occlusion. However, the optimal management strategy in this ...

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