Reward-Relevance-Filtered Linear Offline Reinforcement LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
The Role of Coverage in Online Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2022 |
Sample-Efficient Reinforcement Learning in the Presence of Exogenous
InformationAnnual Conference Computational Learning Theory (COLT), 2022 |
Learning to Control Linear Systems can be HardAnnual Conference Computational Learning Theory (COLT), 2022 |