Proposes M-CQR meta-offline distributional MARL algorithm integrating CQL, QR-DQN and MAML, reporting up to 50% faster convergence than baselines in UAV communication simulations.
A Tutorial on UA Vs for Wireless Networks: Applications, Challenges, and Open Problems
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Meta-Offline and Distributional Multi-Agent RL for Risk-Aware Decision-Making
Proposes M-CQR meta-offline distributional MARL algorithm integrating CQL, QR-DQN and MAML, reporting up to 50% faster convergence than baselines in UAV communication simulations.