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cs.IT2023★ 1 cited
Learning Random Access Schemes for Massive Machine-Type Communication with MARL
Muhammad Awais Jadoon, Adriano Pastore, Monica Navarro +1
In this paper, we explore various multi-agent reinforcement learning (MARL) techniques to design grant-free random access (RA) schemes for low-complexity, low-power battery operate…
cs.IT2019★ 1 cited
Towards an Algebraic Network Information Theory: Simultaneous Joint Typicality Decoding
Sung Hoon Lim, Chen Feng, Adriano Pastore +2
Consider a receiver in a multi-user network that wishes to decode several messages. Simultaneous joint typicality decoding is one of the most powerful techniques for determining th…