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Dr Yangchen Pan

Dr

Yangchen Pan DPhil

Departmental Lecturer in Machine Learning

Biography

Dr. Yangchen Pan is a departmental lecturer in machine learning at the Department of Engineering Science. His research centres around sample and computation efficient generalization. He is particularly interested in problem settings that involve distribution shift (such as adversarial/robust learning and domain adaptation) or adaptive capabilities, such as offline/online RL and continual learning.

Research Interests

  • Machine Learning
  • Reinforcement Learning
  • Deep Learning
  • Artificial Intelligence
GitHub

Research Groups

Research Opportunities

I am open to working with self-motivated research students in machine learning, reinforcement learning, and deep learning.