A Multi-Channel Advertising Budget Allocation Using Reinforcement Learning and an Improved Differential Evolution Algorithm. - Mengfan Li; Jian Zhang 126; Roohallah Alizadehsani; Pawel Plawiak (IEEE Access, 2024)

An off-policy deep reinforcement learning-based active learning for crime scene investigation image classification. - Yixin Zhang; Yang Liu; Guofan Jiang; Yuchen Yang; Jian Zhang 126; Jing Yang 054; Roohallah Alizadehsani; Ryszard Tadeusiewicz; Pawel Plawiak (Inf. Sci., 2025)