Shao, Daqian

4 publications

ICLR 2026 Causal Imitation Learning Under Expert-Observable and Expert-Unobservable Confounding Daqian Shao, Thomas Kleine Buening, Marta Kwiatkowska

ICLRW 2025 A Unifying Framework for Causal Imitation Learning with Hidden Confounders Daqian Shao, Thomas Kleine Buening, Marta Kwiatkowska

ICML 2024 Learning Decision Policies with Instrumental Variables Through Double Machine Learning Daqian Shao, Ashkan Soleymani, Francesco Quinzan, Marta Kwiatkowska

IJCAI 2023 Sample Efficient Model-Free Reinforcement Learning from LTL Specifications with Optimality Guarantees Daqian Shao, Marta Kwiatkowska