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08/25/2023
Learning Collaborative Information Dissemination with Graph-based Multi-Agent Reinforcement Learning
In modern communication systems, efficient and reliable information diss...
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06/27/2023
Learning to Sail Dynamic Networks: The MARLIN Reinforcement Learning Framework for Congestion Control in Tactical Environments
Conventional Congestion Control (CC) algorithms,such as TCP Cubic, strug...
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02/02/2023
MARLIN: Soft Actor-Critic based Reinforcement Learning for Congestion Control in Real Networks
Fast and efficient transport protocols are the foundation of an increasi...
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08/23/2021