Sean R. Sinclair

According to our database, Sean R. Sinclair authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Adaptivity, Structure, and Objectives in Sequential Decision-Making.

Sean R. Sinclair

SIGMETRICS Perform. Evaluation Rev., January, 2024

Exploiting Exogenous Structure for Sample-Efficient Reinforcement Learning.

Jia Wan, Sean R. Sinclair, Devavrat Shah, Martin J. Wainwright

CoRR, 2024

2023

Sequential Fair Allocation: Achieving the Optimal Envy-Efficiency Trade-off Curve.

Sean R. Sinclair, Gauri Jain, Siddhartha Banerjee, Christina Lee Yu

Oper. Res., 2023

Adaptive Discretization in Online Reinforcement Learning.

Sean R. Sinclair, Siddhartha Banerjee, Christina Lee Yu

Oper. Res., 2023

Online Fair Allocation of Perishable Resources.

Siddhartha Banerjee, Chamsi Hssaine, Sean R. Sinclair

Proceedings of the Abstract Proceedings of the 2023 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2023

Hindsight Learning for MDPs with Exogenous Inputs.

Sean R. Sinclair, Felipe Vieira Frujeri, Ching-An Cheng, Luke Marshall, Hugo de Oliveira Barbalho, Jingling Li, Jennifer Neville, Ishai Menache, Adith Swaminathan

Proceedings of the International Conference on Machine Learning, 2023

2022

ORSuite: Benchmarking Suite for Sequential Operations Models.

Christopher Archer, Siddhartha Banerjee, Mayleen Cortez, Carrie Rucker, Sean R. Sinclair, Max Solberg, Qiaomin Xie, Christina Lee Yu

SIGMETRICS Perform. Evaluation Rev., 2022

Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits.

Siddhartha Banerjee, Sean R. Sinclair, Milind Tambe, Lily Xu, Christina Lee Yu

CoRR, 2022

Hindsight Learning for MDPs with Exogenous Inputs.

Sean R. Sinclair, Felipe Frujeri, Ching-An Cheng, Adith Swaminathan

CoRR, 2022

Sequential Fair Allocation: Achieving the Optimal Envy-Efficiency Tradeoff Curve.

Sean R. Sinclair, Siddhartha Banerjee, Christina Lee Yu

Proceedings of the SIGMETRICS/PERFORMANCE '22: ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, Mumbai, India, June 6, 2022

2020

Sequential Fair Allocation of Limited Resources under Stochastic Demands.

Sean R. Sinclair, Gauri Jain, Siddhartha Banerjee, Christina Lee Yu

CoRR, 2020

Adaptive Discretization for Model-Based Reinforcement Learning.

Sean R. Sinclair, Tianyu Wang, Gauri Jain, Siddhartha Banerjee, Christina Lee Yu

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Adaptive Discretization for Episodic Reinforcement Learning in Metric Spaces.

Sean R. Sinclair, Siddhartha Banerjee, Christina Lee Yu

Proc. ACM Meas. Anal. Comput. Syst., 2019