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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