Research Interests
- Reinforcement learning
- Robustness
- Machine learning
- Optimization
- Computer vision
On-going research projects:
- Robust reinforcement learning under model uncertainty
- Long-term performance of RL with environmental uncertainty
- Sample complexity of RL
- Applications of RL in computer vision
Professional Activities
- Reviewer: ICML 2022, 2023; NeurIPS 2022, 2023; IEEE Big Data 2022, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Pattern Analysis and Machine Intelligence
Honors and Awards
- AAAI 2023 distinguished paper