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D4.1: Initial results on adaptive directional LOS and NLOS reliable connectivity

Marco Di Renzo, Alexis Aravanis, Xuewen Qian, Halid Hrasnica, Konstantinos Ntontin, Nikos Katzouris, Kyriakos Manganaris, Fotis Lazarakis, Angeliki Alexiou, Alexandros‐Apostolos A. Boulogeorgos, Joonas Kokkoniemi, Jiguang He (+4 others)
2021 Zenodo  
and the challenges pertaining to the blockages of the D‐band links.  ...  In particular, it focuses on the employment of adaptive (stochastic and machine learning) tools for the development of appropriate physical layer approaches and of medium access protocols that can support  ...  Implementation We formulate our system model into a reinforcement learning environment using Python 3 and build our system around the primitives provided by Ray RLlib library and the Ope-nAI Gym interface  ... 
doi:10.5281/zenodo.5707432 fatcat:uxsk2r6tifhkfcn3hntx5zvkfq