A Survey on Causal Reinforcement LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 |
On Testability of the Front-Door Model via Verma ConstraintsConference on Uncertainty in Artificial Intelligence (UAI), 2022 |
Invariant Ancestry SearchInternational Conference on Machine Learning (ICML), 2022 |
Invariant Policy Learning: A Causal PerspectiveIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |