Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Space Exploration. - Hassaan Hashmi; Dionysios S. Kalogerias (MLSP, 2021)

Model-Free Learning of Optimal Beamformers for Passive IRS-Assisted Sumrate Maximization. - Hassaan Hashmi; Spyridon Pougkakiotis; Dionysios S. Kalogerias (ICASSP, 2023)

Model-Free Learning of Optimal Two-Stage Beamformers for Passive IRS-Aided Network Design. - Hassaan Hashmi; Spyridon Pougkakiotis; Dionysios S. Kalogerias (CoRR, 2023)

Data-Driven Learning of Two-Stage Beamformers in Passive IRS-Assisted Systems with Inexact Oracles. - Spyridon Pougkakiotis; Hassaan Hashmi; Dionysis Kalogerias (CoRR, 2024)

Model-Free Learning of Two-Stage Beamformers for Passive IRS-Aided Network Design. - Hassaan Hashmi; Spyridon Pougkakiotis; Dionysis Kalogerias (IEEE Trans. Signal Process., 2024)