Sinclair, Sean R.

3 publications

ICLR 2026 Is Pure Exploitation Sufficient in Exogenous MDPs with Linear Function Approximation? Hao Liang, Jiayu Cheng, Sean R. Sinclair, Yali Du

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

ICML 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