Sean R. Sinclair

1. Hindsight Learning for MDPs with Exogenous Inputs
   2022/07/13 by Sean R. Sinclair, Sinclair, Sean R., Felipe Vieira Frujeri +9 · 2 citations
   Computer Science · Engineering · #Age of Information Optimization #Transportation and Mobility Innovations #Mobile Crowdsensing and Crowdsourcing
2. Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits
   2022/09/30 by Siddhartha Banerjee, Banerjee, Siddhartha, Sean R. Sinclair +7 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing
3. Sequential Fair Allocation: Achieving the Optimal Envy-Efficiency Trade-off Curve
   2022/11/29 by Sean R. Sinclair, Gauri Jain, Siddhartha Banerjee +1 · 2 citations
   Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Supply Chain and Inventory Management #Risk and Portfolio Optimization #Game Theory and Voting Systems
4. Exploiting Exogenous Structure for Sample-Efficient Reinforcement Learning
   2024/09/22 by Jia Wan, Sean R. Sinclair, Wan, Jia +5 · 1 citation
   #stat.ML #cs.LG #math.OC