The workshop Artificial Intelligence in beyond 5G and 6G Wireless Networks (AI6G 2022) was organized in Padua on July 21, 2022, co-located with the IEEE World Congress on Computational Intelligence (WCCI 2022) which is the world’s largest technical event on computational intelligence, featuring the three flagship conferences of the IEEE Computational Intelligence Society (CIS) under one roof: the 2022 International Joint Conference on Neural Networks (IJCNN 2022), the 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2022), and the 2022 IEEE Congress on Evolutionary Computation (IEEE CEC 2022). These workshop proceedings reflect the objective of the workshop, conceived as a markedly multidisciplinary event, to foster cross-fertilization of ideas among the areas of Artificial Intelligence and Wireless Networks. Researchers and professionals working at the interface between these two fields have contributed to these proceeding by presenting results of their ongoing research