How are reinforcement learning and deep learning algorithms used for big data based decision making in financial industries-A review and research agenda. - Vinay Singh; Shiuann-Shuoh Chen; Minal Singhania; Brijesh Nanavati; Arpan Kumar Kar; Agam Gupta (Int. J. Inf. Manag. Data Insights, 2022)

How to Maximize Clicks for Display Advertisement in Digital Marketing? A Reinforcement Learning Approach. - Vinay Singh; Brijesh Nanavati; Arpan Kumar Kar; Agam Gupta (Inf. Syst. Frontiers, 2023)