1. Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calibration Matters Aniruddh Raghu, Omer Gottesman, Yao Liu, Matthieu Komorowski, Aldo Faisal, Finale Doshi-Velez, and Emma Brunskill International Conference on Machine Learning: workshop on Causal Machine Learning 2018 [pdf]
  2. Representation Balancing MDPs for Off-Policy Policy Evaluation Yao Liu, Omer Gottesman, Aniruddh Raghu, Matthieu Komorowski, Aldo A Faisal, Finale Doshi-Velez, and Emma Brunskill In Advances in Neural Information Processing Systems 2018 [pdf]
  3. Model-Based Reinforcement Learning for Sepsis Treatment Aniruddh Raghu, Matthieu Komorowski, and Sumeetpal Singh Neural Information Processing Systems: workshop on Machine Learning for Health 2018 [pdf]
  4. Deep Reinforcement Learning for Sepsis Treatment Aniruddh Raghu, Matthieu Komorowski, Imran Ahmed, Leo A. Celi, Peter Szolovits, and Marzyeh Ghassemi Neural Information Processing Systems: workshop on Machine Learning for Health 2017 [pdf]
  5. Continuous State-Space Models for Optimal Sepsis Treatment: a Deep Reinforcement Learning Approach Aniruddh Raghu, Matthieu Komorowski, Leo A. Celi, Peter Szolovits, and Marzyeh Ghassemi In Machine Learning for Healthcare Conference 2017 [pdf]