This letter proposes a novel communication framework that synergistically integrates flexible intelligent metasurfaces (FIMs), beyond-diagonal reconfigurable intelligent surfaces (BD-RIS), and rate-splitting multiple access (RSMA) to enhance terahertz (THz) aerial-assisted communications. Despite the promise of ultra-w...
MA-PMBRL, a novel Multi-Agent Pessimistic Model-Based Reinforcement Learning framework for CAVs, incorporating a max-min optimization approach to enhance robustness and decision-making is proposed, demonstrating that the proposed framework represents a significant step toward scalable, efficient, and reliable multi-age...
Ruo-Qi Wen, Rong-Peng Li, Xing Xu et al.· IEEE Transactions on Mobile...· 1 citation
This survey traces the evolution from LM-driven SemCom to TokenCom, and examines the token abstraction, the transmission techniques it requires, and two emerging paradigms, namely TokenCom for LM services and for embodied and agentic intelligence.
Yu Ma, Zhen Gao, Li Qiao et al.· 0 citations
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