Traffic Signal Control Using Hybrid Action Space Deep Reinforcement Learning. - Salah Bouktif; Abderraouf Cheniki; Ali Ouni 001 (Sensors, 2021)

Deep reinforcement learning for traffic signal control with consistent state and reward design approach. - Salah Bouktif; Abderraouf Cheniki; Ali Ouni 001; Hesham El-Sayed (Knowl. Based Syst., 2023)

Parameterized-action based deep reinforcement learning for intelligent traffic signal control. - Salah Bouktif; Abderraouf Cheniki; Ali Ouni 001; Hesham El-Sayed (Eng. Appl. Artif. Intell., 2025)