Sean R. Sinclair | DeepAI

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Featured Co-authors

Milind Tambe
4 publications
Adith Swaminathan
3 publications
Lily Xu
2 publications
Christina Lee Yu
2 publications
Ching-An Cheng
2 publications
Siddhartha Banerjee
2 publications
Felipe Frujeri
1 publication

research

∙ 09/30/2022

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

While standard bandit algorithms sometimes incur high regret, their perf...

18 Siddhartha Banerjee, et al. ∙

research

∙ 07/13/2022

Hindsight Learning for MDPs with Exogenous Inputs

We develop a reinforcement learning (RL) framework for applications that...

0 Sean R. Sinclair, et al. ∙

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