Department of Computer Science, ETH Zürich; Max Planck Institute for Intelligent Systems, Tübingen; ETH AI Center, Department of Computer Science, ETH Zürich; Google Research
Alizée Pace, Hugo Yèche, Bernhard Schoelkopf, Gunnar Ratsch, Guy Tennenholtz
offline reinforcement learning;hidden confounding;uncertainty quantification;causal inference;healthcare;vasopressor and fluid administration
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding