Marina Haliem

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 13

Top Topics

Temporal Difference

Fleet Management

Reinforcement Learning

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Trans. Emerg. Top. Comput. Intell.

BuildSys@SenSys

Publications

Ganapathy Mani, Marina Haliem, Bharat K. Bhargava, Indu Manickam, Kevin Kochpatcharin, Myeongsu Kim, Eric D. Vugrin, Weichao Wang, Chris Jenkins, Pelin Angin, Meng Yu
Machine Learning Based Resilience Testing of an Address Randomization Cyber Defense. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Marina Haliem, Vaneet Aggarwal, Bharat K. Bhargava
AdaPool: A Diurnal-Adaptive Fleet Management Framework Using Model-Free Deep Reinforcement Learning and Change Point Detection. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Jiayu Chen, Marina Haliem, Tian Lan, Vaneet Aggarwal
Multi-agent Deep Covering Option Discovery. CoRR (2022)
Trevor Bonjour, Marina Haliem, Aala Oqab Alsalem, Shilpa Thomas, Hongyu Li, Vaneet Aggarwal, Mayank Kejriwal, Bharat K. Bhargava
Decision Making in Monopoly Using a Hybrid Deep Reinforcement Learning Approach. IEEE Trans. Emerg. Top. Comput. Intell. 6 (6) (2022)
Kaushik Manchella, Marina Haliem, Vaneet Aggarwal, Bharat K. Bhargava
PassGoodPool: Joint Passengers and Goods Fleet Management With Reinforcement Learning Aided Pricing, Matching, and Route Planning. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Marina Haliem, Vaneet Aggarwal, Bharat K. Bhargava
Novelty Detection and Adaptation: A Domain Agnostic Approach. ISIC (2021)
Marina Haliem, Ganapathy Mani, Vaneet Aggarwal, Bharat K. Bhargava
A Distributed Model-Free Ride-Sharing Approach for Joint Matching, Pricing, and Dispatching Using Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 22 (12) (2021)
Marina Haliem, Trevor Bonjour, Aala Oqab Alsalem, Shilpa Thomas, Hongyu Li, Vaneet Aggarwal, Bharat K. Bhargava, Mayank Kejriwal
Learning Monopoly Gameplay: A Hybrid Model-Free Deep Reinforcement Learning and Imitation Learning Approach. CoRR (2021)
Marina Haliem, Vaneet Aggarwal, Bharat K. Bhargava
AdaPool: A Diurnal-Adaptive Fleet Management Framework using Model-Free Deep Reinforcement Learning and Change Point Detection. CoRR (2021)
Marina Haliem, Ganapathy Mani, Vaneet Aggarwal, Bharat K. Bhargava
A Distributed Model-Free Ride-Sharing Algorithm with Pricing using Deep Reinforcement Learning. CSCS (2020)
Marina Haliem, Ganapathy Mani, Vaneet Aggarwal, Bharat K. Bhargava
A Distributed Model-Free Ride-Sharing Approach for Joint Matching, Pricing, and Dispatching using Deep Reinforcement Learning. CoRR (2020)
Marina Haliem, Vaneet Aggarwal, Bharat K. Bhargava
AdaPool: An Adaptive Model-Free Ride-Sharing Approach for Dispatching using Deep Reinforcement Learning. BuildSys@SenSys (2020)
Kaushik Manchella, Marina Haliem, Vaneet Aggarwal, Bharat K. Bhargava
PassGoodPool: Joint Passengers and Goods Fleet Management with Reinforcement Learning aided Pricing, Matching, and Route Planning. CoRR (2020)