Submodular Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2023 |
Optimistic Active Exploration of Dynamical SystemsNeural Information Processing Systems (NeurIPS), 2023 |
Reinforcement Learning with General Utilities: Simpler Variance
Reduction and Large State-Action SpaceInternational Conference on Machine Learning (ICML), 2023 |
Instance-Dependent Near-Optimal Policy Identification in Linear MDPs via
Online Experiment DesignNeural Information Processing Systems (NeurIPS), 2022 |