Reinforcement Learning and Multi-armed Bandits
- Pure Exploration for Constrained Best Mixed Arm Identification with a Fixed Budget
D.T., Rahul Jain, Ashutosh Nayyar, Pierluigi Nuzzo
Reinforcement Learning Conference (2025) - Posterior Sampling-based Online Learning for Episodic POMDPs
D.T., Dongze Ye, Rahul Jain, Ashutosh Nayyar, Pierluigi Nuzzo
- Efficient Online Learning with Offline Datasets for Infinite Horizon MDPs: A Bayesian Approach
D.T., Rahul Jain, Botao Hao, Zheng Wen
- Bridging Imitation and Online Reinforcement Learning: An Optimistic Tale
Botao Hao, Rahul Jain, D.T., Zheng Wen (alphabetical order)
Transactions on Machine Learning Research (2023)
Stochastic Control and Dynamic Games
Load Balancing
Dengwang Tang
(汤登望)
Email: github username at umich.edu