Adaptive Discretization for Episodic Reinforcement Learning in Metric Spaces. - Sean R. Sinclair; Siddhartha Banerjee; Christina Lee Yu (Proc. ACM Meas. Anal. Comput. Syst., 2019)

Adaptive Discretization for Model-Based Reinforcement Learning. - Sean R. Sinclair; Tianyu Wang; Gauri Jain; Siddhartha Banerjee; Christina Lee Yu (NeurIPS, 2020)

Sequential Fair Allocation of Limited Resources under Stochastic Demands. - Sean R. Sinclair; Gauri Jain; Siddhartha Banerjee; Christina Lee Yu (CoRR, 2020)

Sequential Fair Allocation: Achieving the Optimal Envy-Efficiency Tradeoff Curve. - Sean R. Sinclair; Siddhartha Banerjee; Christina Lee Yu (SIGMETRICS (Abstracts), 2022)

Hindsight Learning for MDPs with Exogenous Inputs. - Sean R. Sinclair; Felipe Frujeri; Ching-An Cheng; Adith Swaminathan (CoRR, 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)

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)

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 (ICML, 2023)

Online Fair Allocation of Perishable Resources. - Siddhartha Banerjee; Chamsi Hssaine; Sean R. Sinclair (SIGMETRICS (Abstracts), 2023)

Adaptive Discretization in Online Reinforcement Learning. - Sean R. Sinclair; Siddhartha Banerjee; Christina Lee Yu (Oper. Res., 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)

Exploiting Exogenous Structure for Sample-Efficient Reinforcement Learning. - Jia Wan; Sean R. Sinclair; Devavrat Shah; Martin J. Wainwright (CoRR, 2024)

The Data-Driven Censored Newsvendor Problem. - Chamsi Hssaine; Sean R. Sinclair (CoRR, 2024)

Adaptivity, Structure, and Objectives in Sequential Decision-Making. - Sean R. Sinclair (SIGMETRICS Perform. Evaluation Rev., 2024)