| Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits [arXiv] | Under Review |
| Siddhartha Banerjee, Sean R. Sinclair, Milind Tambe, Lily Xu, Christina Lee Yu. |
| Online Fair Allocation of Perishable Resources [Preprint] | Working Paper |
| Siddhartha Banerjee, Chamsi Hssaine, Sean R. Sinclair. | |
| Earlier version accepted at SIGMETRICS (2023) |
| Hindsight Learning in MDPs with Exogenous Inputs [arXiv] | ICML 2023 |
| Sean R. Sinclair, Felipe Frujeri, Ching-An Cheng, Luke Marshall, Hugo Barbalho, Jingling Li, Jennifer Neville, Ishai Menache, and Adith Swaminathan. |
| Adaptive Discretization for Online Reinforcement Learning [arXiv] | Operations Research 2022 |
| Sean R. Sinclair, Siddhartha Banerjee, and Christina Lee Yu. | |
| ORSuite: Benchmarking Suite for Sequential Operations Models [ACM PER] | SIGMETRICS Performance Evaluation Review 2021 |
| Christopher Archer, Siddhartha Banerjee, Mayleen Cortez, Carrie Rucker, Sean R. Sinclair, Max Solberg, Qiaomin Xie and Christina Yu. | |
| Presented at SIGMETRICS Reinforcement Learning for Networks and Queues Workshop (2021) |
| Sequential Fair Allocation: Achieving the Optimal Envy-Efficiency Tradeoff Curve [arXiv] | Operations Research 2022 |
| Sean R. Sinclair, Gauri Jain, Siddhartha Banerjee, and Christina Lee Yu. | |
| Earlier version accepted at SIGMETRICS (2022), also presented at Foundations of Responsible Computing Workshop (2022), ICJAI Workshop on AI for Social Good (2021), EC Workshop on Operations of People-Centric Systems (2021) | |
| Finalist for the 2022 INFORMS DEI Best Student Paper Award |
| Sequential Fair Allocation of Limited Resources under Stochastic Demands [arXiv] |
| Sean R. Sinclair, Gauri Jain, Siddhartha Banerjee, and Christina Lee Yu. |
| Presented at Harvard CRCS Workshop on AI for Social Good (2020), Mechanism Design for Social Good Workshop (2020) |
| Adaptive Discretization for Model-Based Reinforcement Learning [arXiv] [NeurIPS] | NeurIPS 2020 |
| Sean R. Sinclair, Tianyu Wang, Gauri Jain, Siddhartha Banerjee, and Christina Lee Yu. | |
| Adaptive Discretization for Episodic Reinforcement Learning in Metric Spaces [arXiv] [ACM] [video] | ACM POMACS 2019 |
| Sean R. Sinclair, Siddhartha Banerjee, and Christina Lee Yu. | |
| Normal and pathological dynamics of platelets in humans [arXiv] [springer] | Journal of Mathematical Biology |
| GP Langlois, M Craig, AR Humphries, MC Mackey, et all. |