 Distributionally Robust Reinforcement Learning with Interactive Data
Collection: Fundamental Hardness and Near-Optimal AlgorithmNeural Information Processing Systems (NeurIPS), 2024 |
 Adjustable Robust Reinforcement Learning for Online 3D Bin PackingNeural Information Processing Systems (NeurIPS), 2023 |
 Natural Actor-Critic for Robust Reinforcement Learning with Function
ApproximationNeural Information Processing Systems (NeurIPS), 2023 |
 Double Pessimism is Provably Efficient for Distributionally Robust
Offline Reinforcement Learning: Generic Algorithm and Robust Partial CoverageNeural Information Processing Systems (NeurIPS), 2023 |
 Provable Sim-to-real Transfer in Continuous Domain with Partial
ObservationsInternational Conference on Learning Representations (ICLR), 2022 |
