@Article{DiValerioLPPSB19, AUTHOR = {{Di Valerio}, V. and {Lo Presti}, F. and Petrioli, C. and Picari, L. and Spaccini, D. and Basagni, S.}, EDITOR = {Gesbert, D. and {de Kerret}, P. and {van der Schaar}, M and Gunduz, D. and Murthy, C. and Sidiropoulos, D.}, TITLE = {{CARMA}: Channel-aware Reinforcement Learning-based Multi-path Adaptive Routing for Underwater Wireless Sensor Networks}, JOURNAL = {IEEE Journal on Selected Area in Communications. Special issue on Machine Learning in Wireless Communications, D.~Gesbert, P.~{de Kerret}, M.~{van der Schaar}, D,~Gunduz, C.~Murthy and D.~Sidiropoulos, eds.}, PAGES = {2634--2647}, VOLUME = {37}, NUMBER = {11}, MONTH = {November}, YEAR = 2019 }