A Distributed Model-Free Ride-Sharing Algorithm with Pricing using Deep Reinforcement Learning. - Marina Haliem; Ganapathy Mani; Vaneet Aggarwal; Bharat K. Bhargava (CSCS, 2020)

AdaPool: An Adaptive Model-Free Ride-Sharing Approach for Dispatching using Deep Reinforcement Learning. - Marina Haliem; Vaneet Aggarwal; Bharat K. Bhargava (BuildSys, 2020)

Novelty Detection and Adaptation: A Domain Agnostic Approach. - Marina Haliem; Vaneet Aggarwal; Bharat K. Bhargava (ISIC, 2021)

Learning Monopoly Gameplay: A Hybrid Model-Free Deep Reinforcement Learning and Imitation Learning Approach. - Marina Haliem; Trevor Bonjour; Aala Oqab Alsalem; Shilpa Thomas; Hongyu Li; Vaneet Aggarwal; Bharat K. Bhargava; Mayank Kejriwal (CoRR, 2021)

A Distributed Model-Free Ride-Sharing Approach for Joint Matching, Pricing, and Dispatching Using Deep Reinforcement Learning. - Marina Haliem; Ganapathy Mani; Vaneet Aggarwal; Bharat K. Bhargava (IEEE Trans. Intell. Transp. Syst., 2021)

Multi-agent Deep Covering Option Discovery. - Jiayu Chen; Marina Haliem; Tian Lan 001; Vaneet Aggarwal (CoRR, 2022)

Decision Making in Monopoly Using a Hybrid Deep Reinforcement Learning Approach. - Trevor Bonjour; Marina Haliem; Aala Oqab Alsalem; Shilpa Thomas; Hongyu Li; Vaneet Aggarwal; Mayank Kejriwal; Bharat K. Bhargava (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

AdaPool: A Diurnal-Adaptive Fleet Management Framework Using Model-Free Deep Reinforcement Learning and Change Point Detection. - Marina Haliem; Vaneet Aggarwal; Bharat K. Bhargava (IEEE Trans. Intell. Transp. Syst., 2022)

PassGoodPool: Joint Passengers and Goods Fleet Management With Reinforcement Learning Aided Pricing, Matching, and Route Planning. - Kaushik Manchella; Marina Haliem; Vaneet Aggarwal; Bharat K. Bhargava (IEEE Trans. Intell. Transp. Syst., 2022)

Machine Learning Based Resilience Testing of an Address Randomization Cyber Defense. - Ganapathy Mani; Marina Haliem; Bharat K. Bhargava; Indu Manickam; Kevin Kochpatcharin; Myeongsu Kim; Eric D. Vugrin; Weichao Wang; Chris Jenkins; Pelin Angin; Meng Yu 001 (IEEE Trans. Dependable Secur. Comput., 2023)