Research

Research Interests

My research focuses on online learning, optimization, reinforcement learning and their applications in operations research.

Working Papers

• Online Resource Allocation: Bandits Feedback and Advice on Time-varying Demands.

  • Preliminary version titled “Bandits with Knapsacks: Advice on Time-Varying Demands” in Proceedings of the 40th International Conference on Machine Learning (ICML), Hawaii, Jul 2023.

Conference Proceedings

• Leveraging (Biased) Information: Multi-armed Bandits with Offline Data.

  • With Wang Chi Cheung.

  • Proceedings of the 41th International Conference on Machine Learning (ICML), Vienna, Jul 2024.

  • Spotlight.

• Bandits with Knapsacks: Advice on Time-Varying Demands.

  • With Wang Chi Cheung.

  • Proceedings of the 40th International Conference on Machine Learning (ICML), Hawaii, Jul 2023.