 On Task-Relevant Loss Functions in Meta-Reinforcement Learning and
Online LQRConference on Learning for Dynamics & Control (L4DC), 2023 |
 Maximum Entropy Model Correction in Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2023 |
 Operator Splitting Value IterationNeural Information Processing Systems (NeurIPS), 2022 |
 Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov
Decision ProcessesAnnual Conference Computational Learning Theory (COLT), 2020 |
 Model-Based Reinforcement Learning with Value-Targeted RegressionConference on Learning for Dynamics & Control (L4DC), 2020 |
 Information-Theoretic Considerations in Batch Reinforcement LearningInternational Conference on Machine Learning (ICML), 2019 |
 Lipschitz Continuity in Model-based Reinforcement LearningInternational Conference on Machine Learning (ICML), 2018 |
