- Q-Learning based joint energy-spectral efficiency optimization in multi-hop device-to-device communicationKhan, Muhidul Islam; Reggiani, Luca; Alam, Muhammad Mahtab; Le Moullec, Yannick; Sharma, Navuday; Yaacoub, Elias; Magarini, MaurizioSensors2020 / art. 6692, 23 p.: ill https://doi.org/10.3390/s20226692 https://www.scopus.com/sourceid/130124 https://www.scopus.com/record/display.uri?eid=2-s2.0-85096594528&origin=inward&txGid=f3c6d6a0cbb72bcbf7798fe4d1183103 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=SENSORS-BASEL&year=2022 https://www.webofscience.com/wos/woscc/full-record/WOS:000594596400001
- Throughput-aware cooperative reinforcement learning for adaptive resource allocation in device-to-device communicationKhan, Muhidul Islam; Alam, Muhammad Mahtab; Le Moullec, Yannick; Yaacoub, EliasFuture Internet2017 / art. 72, p. 1-17 : ill https://doi.org/10.3390/fi9040072