Benjamin Evans, and Sumitra Ganesh
Proceedings of the 2024 International Conference on Autonomous Agents and Multiagent Systems, 2024.
A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis
Deepeka Garg, Benjamin Evans, Leo Ardon, Annapoorani Narayanan, Jared Vann, Udari Madhushani, Makada Henry-Nickie, and Sumitra Ganesh
AAAI-2024 Workshop on AI in Finance for Social Impact, 2024.
Generative Adversarial Inverse Multiagent Learning
Denizalp Goktas, Amy Greenwald, Sadie Zhao, Alec Koppel, and Sumitra Ganesh
International Conference on Learning Representations (ICLR), spotlight, 2024.
Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations
Nelson Vadori, Leo Ardon, Sumitra Ganesh, Thomas Spooner, Selim Amrouni, Jared Vann, Mengda Xu, Zeyu Zheng, Tucker Balch, and Manuela Veloso
Mathematical Finance, Special Issue on Machine Learning in Finance, 2023.
Certifiably robust policy learning against adversarial communication in multi-agent systems
Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, and Furong Huang
Proceedings of the 12th International conference on Learning Representations, 2023.